{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/sunnyiisc/Three-Phase-Inverter-12VDC-to-440VAC-3ph-50Hz/blob/main/3_phase_Inverter.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "0qepKYX_1_3Z"
      },
      "source": [
        "### Importing Modules"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "vKTb-so-1yvc"
      },
      "outputs": [],
      "source": [
        "import math\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "import scipy.signal as sig"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "NTbrMnsA-TEw"
      },
      "source": [
        "# Sinusoidal PWM for 3 Phase Inverter"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "sGb2uf94-WUl"
      },
      "outputs": [],
      "source": [
        "# Constants\n",
        "fm = 50\n",
        "fc = 500\n",
        "m = 0.8\n",
        "\n",
        "tran = 50e-3\n",
        "\n",
        "# Transient time\n",
        "t = np.linspace(0, tran, num=10000)\n",
        "\n",
        "# Modulating Signal\n",
        "xa = m * np.sin(2*math.pi*fm*t)\n",
        "xb = m * np.sin(2*math.pi*fm*t - 2*math.pi/3)\n",
        "xc = m * np.sin(2*math.pi*fm*t - 4*math.pi/3)\n",
        "\n",
        "# Carrier Signal\n",
        "x_car = sig.sawtooth(2*math.pi*fc*t, width=0.5)\n",
        "\n",
        "# PWM Phase signal\n",
        "x_pwma = 1. * (xa > x_car)\n",
        "x_pwmb = 1. * (xb > x_car)\n",
        "x_pwmc = 1. * (xc > x_car)\n",
        "\n",
        "# PWM Line signals\n",
        "x_pwmab = x_pwma - x_pwmb\n",
        "x_pwmbc = x_pwmb - x_pwmc\n",
        "x_pwmca = x_pwmc - x_pwma"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Plotting the modulating signals and carrier\n",
        "plt.plot(t, xa, 'r', t, xb, 'y', t, xc, 'b')\n",
        "plt.plot(t, x_car, 'g')\n",
        "plt.xlabel('time')\n",
        "plt.ylabel('voltage')\n",
        "plt.grid()\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 449
        },
        "id": "RouOVtOZclQ7",
        "outputId": "575cb624-90c5-4a17-fd2f-b0b4c63d435e"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Plotting the PWM signals of each phase\n",
        "plt.subplot(3,1,1)\n",
        "plt.plot(t, x_pwma, 'r')\n",
        "plt.xlabel('time')\n",
        "plt.ylabel('PWMa')\n",
        "plt.grid()\n",
        "plt.subplot(3,1,2)\n",
        "plt.plot(t, x_pwmb, 'y')\n",
        "plt.xlabel('time')\n",
        "plt.ylabel('PWMb')\n",
        "plt.grid()\n",
        "plt.subplot(3,1,3)\n",
        "plt.plot(t, x_pwmc, 'b')\n",
        "plt.xlabel('time')\n",
        "plt.ylabel('PWMc')\n",
        "plt.grid()\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 450
        },
        "id": "VWas1JThchAH",
        "outputId": "df487d3d-0f18-4b54-e8ad-477c02da9627"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 3 Axes>"
            ],
            "image/png": 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VFhR7o4U+OozQ4IYgeKClmRuCUArFMxHl0OBGTaQudpWqM9g2qXp4THkqWYDnKR+sjJR9QgjZSGkp8TaomZbS0oJiJTYFKyt1kbycOnkuStfCgmJKS8nXEUiO0lKEasRiWirSOsM9DU1pKfnyPGXVQO20Ci95rfktXFBaSjrdLC1llCvY0tKCbdu2obKyEh0dHV77fvSjHyk2jJAA76sZpfBefKkGvOvV0swNwR+txotaurUUz1r3VawTpT6SNbg5cOAAZs+ejdbWVrS0tKBnz56or69HQkIC+vTpQ4MbF0pTLjzKq62XZ+otnGkpJTp42KGmHkpLydcTKC2lRIdUfbwuVmIlLeWJWhdylJYKTXdIS/3kJz/BN7/5TTQ2NiI+Ph67du1CRUUFxo8fj1deeYW3jbEJpaX46+zuaSmxupWWC1SW0lJ8dVBaKjCUlpJON0tLyRrcHDx4ED/96U+h1+thMBjQ3t6OnJwc/O53v8N///d/87aRCAWlpaSj1TSDBq+ACGg3XtTSraV41rqvYp0o9ZGswY3JZIJe7xTt06cPKisrAQCpqamoqqriZ120Q2kpaVBaitJSUuWD1UtpKel6KC2lrE5KS2kGWWtuxo4di6+++gq33norJk+ejKVLl6K+vh5//vOfMWLECN42xiaUluKvszunpZQ+8ExqnZSWUl8HpaUCQ2kp6VBaKjQvvvgisrKyAAC/+c1v0KNHDyxevBiXL1/GO++8w9VAQgSUlpKOVtMMGrwCIqDdeFFLt5biWeu+inWi1EeyZm5uu+029/99+vTBpk2buBkUU1BaShqUlqK0lFT5YPVSWkq6HkpLKauT0lKagR7iFykoLcVfJ6WlpO+TWyelpdTXQWmpwFBaSjrdLC0laebmnnvuEVXuX//6lyxjYho1g0AraSk5V948Z37EoHR2IBBamrmJVrTYUfKOF7XizxMesyVamrnRqq+6C1HqI0mDm9LSUgwYMABz5syByWRSy6bYgfcUvpzyausNx48xz7SUlnXw0hOtaSk58sHkIjXoV6pDCxcrWopnpfrCeTxiOS0ltY4II2lw89JLL2Ht2rX45JNP8N3vfhePP/443R0lF0pL8ddJaSnp++TWSWkp9XVQWiowlJaSTjdLS0lac/PMM8/g+PHj2LBhA65du4ZJkyYhLy8Pq1atQnNzs1o2xgaUlgptB6WlNHkFFDa02FFSWkqeDZSWih2i1EeyFhTn5+dj9erVqKmpwZNPPok1a9YgOztb9gDnrbfeQm5uLuLi4jBhwgTs2bMnYNn3338fOp3O6xMXFyerXtWhtBQfKC0lTwelpZTr4GFHOOS7y2Cd0lLK9SjRJaWOCKPobqn9+/dj27ZtOHHiBEaMGCFrHc7HH3+MwsJCLFu2DPv378fo0aMxY8YMXLp0KaBMSkoKampq3J+KigolzYgMPNNSWugMPdvDozPw1SnVBjn1UlpKWX2xnJaKxK2zclMvWhig8dQj91xVets9paWcqOUjlZE8uKmursaLL76IQYMG4cEHH0TPnj2xe/du7Nq1C/Hx8ZINeO2117Bo0SIsXLgQw4YNw6pVq5CQkIA1a9YElNHpdMjMzHR/MjIyJNcbdjQcBNyIZI470nVo6ccgWtHiORLNaxR4PFsmUoN1JXXLQYuxpzWizEeSFhTPnj0bW7duxfTp0/Hyyy9jzpw5MBplPQcQANDR0YF9+/ZhyZIl7m16vR4FBQUoKysLKHf9+nUMGDAADocD48aNw4svvojhw4cLlm1vb0d7e7v7uyt1ZrVaYbVaZdsuhEufW6/dDpPnPs/6OjpgAsB0Otgk2GHU6aADYLNaobfboQdgt9vhkNoWhwOe82xS7XChZwwGAHabDcxmgxGAgzHYxeqyWr195BlPAXzk62e3fEeHt48FMDgcfj4zAm6fMik+6LQPnTbqRNoghJEx6Dz0SLbF0482m9OGzvhjjIk6tkaHw1m33Q7mcX54nicGxpz+s9n8Ys7lW5e8GPQOBwwAHHY7HJ3xwwBZseiyzYUUO7qEbF4+c8WG3/krwg5BH3Xus9lsbtt8/RxM3hddp42ePtPb7U6fOhziz0OXfZ3H0BWHdodDet+CruPq0qPEFrnnqt5mc/rBoz/y9bUuSJ8VbF9AfOOn87y22u2S+wWd3e71Ay3JDg8McM5i2KxW6DpjQ8pxDeYHIR8DAr+FnJCiT9LIZNOmTcjKykJlZSWWL1+O5cuXC5bbv3+/KH319fWw2+1+My8ZGRkoLy8XlBk8eDDWrFmDUaNGoampCa+88gomTpyIY8eOoV+/fn7lV6xYIWjn5s2bkZCQIMpOqRQXFzv/sdtxn8c2a3Kyu0zc5cuYAedJX1RUJFr3tJYWJAEoKyvDwJoa9ANw/MQJnJWgAwDAmNs2ALhx4waKpeoAMPzcOdwC4OzZs7hiNmMCgKtNTfi3SF2GGzfwjc7/N23aBIfF4t6XePEiCuA8KYV85PKzqx0lJSVoT0sLWt/YixfRH8CJkyfxdafOyc3NSAPw1Vdf4ZLdLspuADC2tGBO5/8dVissAHbs2IGmmhrROlzMslph9tCzf/9+1Hj4IhQ6mw1zO/8vLi6GNSkJqV9/jSkA2trasFnE8Zh6/TpSAOzevRv1ra3u7e54BnB7bS2yARw9ehTnfXTedfUqegLYt28fakVe9Nx68iSGAaiqqsLFPXswEc4LkFIZsTj2wgX09/i+Z88eXPa4sBFDckUF7oHzwmtTURG+0fkj/a+tW9HWu7coHbfV1qIvgGPHjuGcTzvubGxELwD7DxzwO74uP4+pqsIAACdPnsTpEH7odeQI7oTzgu9fnWUHHj+OUQBqamqwV6IfXcfXFYcV58/jiJx+4exZ3OKh59KlS9gtUc+4ixeRA+BEebn7XJ3S3IxUdB7bED90N584gREALl68iP0+dbt8nbFvH+4A0NTUhO0+ZQYcOYIxAOouXcIekbYn1NTgXjgHpkVFRZje1oZ4ADu+/FJyv9Dr2DHc6fG9uroa+2Qci7ubmtADwN69e5FRWYmBAE6fPo2TInVlHTyIPABXrlzBDh+Zm44fx0gA1TU1grZ59h08aPXol0IhaXCzdOlS6CI8bZ6fn4/8/Hz394kTJ2Lo0KF4++238fzzz/uVX7JkCQoLC93fm5ubkZOTg+nTpyMlJYWrbVarFcXFxbj33nud648cDve+ewsKgF69ugp3vj1dbzBg9uzZouswJiYCcPpBf+AAAGDYsGEYIkEHAL8pxviEBEl2uNCXlgIAbrrpJgwcNw4AkJaWJl7X9evuf2fOmAF4DjhPnQIAGM1mL32+fmY6HXSMYdq0aUCIFKXhk08AAEOHDMHgTp3GzsHv7bffDjZjhji7AaCpyf2vufOHatKkScDYseJ1dGLsXK/m0jNu3DgwKcfDo6O/d/p0IC0N6IyPuLg4UcfD2DmDOuGOO8AmT/aPZwCGDz4AAIwYMQLDfHQaVqwAAIy/7TbRtuuPHgUA5OTkoO/ttwMAUlJTZcWi4dNPvb7nTZgAJvLBo26OHQMAmDtjTt/Z391zzz1ATo44O/78ZwDA8OHDMdTXRy+9BMD7+Pr62fD3vwNwXsjdGsIPus7+ICk52e0z/fnzAICszEzJfjSsXQugKw4HDBiAHAX9gktPnz59pNvy8ccAgKFDh3adq8uWAQDy8vLA7r03uA0nTwIA+vbrh8wAvnb9mqWmpPjZp+scjGRkZIi3/exZp+1GI2bPng1j580uk+68U3K/oPP5fcru2xcZcs6L3/wGgPO1SbrLlwEAtw4ahJtF6tLduAEA6Nmjh58f9J3tzc7O9rJNqO/ggZSbliQNbp577jmptgQlPT0dBoMBdXV1Xtvr6uqQmZkpSofJZMLYsWNx5swZwf0WiwUWgStgk8mk2oMI3bo9BjcmkwnwrK/zylbn2ieWzs7WaDC4/zcYDDBIbYvP4EayHS70zkSAQa93t0mv00EvVpdHOak+8j2GJqPRWz6YvZ4+8/SpFB94zE64OklRNgjReTxceiTb4nE83X7slNcxJunYGn3a4OVnj+MdKOZ85YNiMDjV6nTQu463TqcoFmXZ4SKAz/xiU4Qdgj5yxZqAbW4/i/Cxm07/efnM5VO9Xvx56GO7Kw5F2SBCj6Q+wUeH7HO1U17ID25fB+uzgsgHxDd+Os9LSfHjwmf2U9bxBJT/ZijwEe/fWSm6JC0oXrZsGbZv346Ojg7JRglhNpsxfvx4lJSUuLc5HA6UlJR4zc4Ew26348iRI+63lHdLtHC3lFzdkZoJ1OqtkN15QbGW0Wq8qKVbS/GsdV/FOlHqI0mDmw8++ABTpkxBWloapk2bhhdeeAE7duyAzWaTbUBhYSFWr16NDz74ACdOnMDixYvR0tKChQsXAgDmz5/vteD417/+NTZv3oyzZ89i//79eOSRR1BRUYHvf//7sm1QDTEPqIul59yodbdUKNuk2N6dbp2NtufcKH1omxrPuYnErbO8LlZi5SF+nqh1Iaf0tv1QZWPhOTe8fBQmJKWlzp8/j/Pnz2Pr1q0oLS3Fu+++i6VLlyIxMRGTJk3C1KlTMXXqVOTl5YnW+dBDD+Hy5ctYunQpamtrMWbMGGzatMm9yLiyshJ6j+nmxsZGLFq0CLW1tejRowfGjx+PnTt3YtiwYVKaEnl4PudGC6hhi5rPuVGrPnrOjTy0FMsAvX5B64TDN/ScG3E6NYrk+7hzc3OxcOFC98zKuXPn3IOdF198Eb/4xS8kz+Q89dRTeOqppwT3lXYuTHOxcuVKrFy5UqrZkUfNINDKqFnOlTfPmR8xqPVIdy3N3EQrWuwoeceL1l8poMWZG636qrsQpT5S9ITiiooKbN++Hdu2bcP27dthtVpx991387It+uE9hS+nvNp6w/FjzDMtpYY8Lx289ERrWkqOfDC5SK1Fi0Q8dpfBeiR8Q2kpeXVEGEkzN5WVlSgtLXXP1NTX12PixImYPHkyFi1ahLy8PJjNZrVsjS14pqWUBD2v0binHl4LitVMS/FYo0BpKfnyPGXVwNeeSKxRkJt60cIAjaceueeq0vVNlJZyopaPVEbS4CY3Nxf9+/fH4sWLsXjxYowfPx6GztsOiRBoOAi4Eckcd6Tr0NKPQbSixXMkmtco8FjEG6nBupK65aDF2NMaUeYjSWmpefPmob29HS+99BJeeOEFvP7669i/fz9YlDVaU1BaSnkdlJYS1kFpKeU6eNgRDnmtphm0YBelpfjYI7WOCCNp5mbdunUAgPLycndq6uWXX0ZbWxvuvPNOTJ48GVOmTMHtnU8aJYJAaanQZSktpcwWqbooLdUFpaWU6+Clh9JSfOhmaSlZC4qHDBmCxYsX4+OPP0ZtbS127tyJMWPG4IUXXhD98L1uh4aDgBuUltKOnmhEi+cIpaX41E1pqegnynwk+5XedXV1KC0tdS8wPnXqFCwWC+666y6e9kU/oWZHKC2lvA5KSwnroLSUch087AiHvFbTDFqwi9JSfOyRWkeEkTS4Wb9+vXtAU15eDrPZjNtvvx3z5s3D1KlTMXHiRMH3OBECaCUtxQtKS8nTEUiO0lKRhdJSynXw0kNpKT50s7SUpMHNI488gttvvx0PPPAApkyZgkmTJiE+Pl4t22ILDQcBNygtpR090YgWzxFKS/Gpm9JS0U+U+UjSmpvGxkZ885vfxNatW7FkyRIsX74cNzpfh04EgHdKhdJS/G2I1StdSksp18HDjnDIazXNoAW7KC3Fxx6pdUQYSYOblStX4he/+AWSkpLQt29fvPHGG3jyySfVsi22obRU6LKUllJmi1RdlJbqgtJSynXw0kNpKT50s7SU5LeCv/XWW/jiiy+wYcMG/OMf/8BHH30Eh8Ohln2xg4aDgBuUltKOnmhEi+cIpaX41E1pqegnynwkaXBTWVmJOXPmuL8XFBRAp9Ohurqau2ExA6WllENpKXk6KC2lXAcPO8Ihr9U0gxbsorQUH3uk1hFhJA1ubDYb4uLivLaZTCZYrVauRsUkvK6IPOW1lpaSY49nWTVTM75lKC0lv1ygskqn8bV0ZahWWkrKOaI0LaVktkSJDl56lJ6rUtJSaqVZtRbTStJSvH2kMpLulmKM4bHHHvO63butrQ1PPPEEEhMT3ds+/fRTfhYSRHdCg1dARDdEqzM3BCESSYObBQsW+G175JFHuBkTkwQ6ueXOuniOonnO3CjVoeaCYrFpKbkLiuVeXQq1OVJXukK2SNUlxt9iruLkHH+58SOkS4meQO1T2qZAZeTKuxDyuRZSazz1yD1XpcSzXPlA+nxnbrSQluIxu+6L0t8gFZE0uFm7dq1adsQ+Gp6+40Z3XlBMKEdrx0YNe7S+SJYWFBOBiDIfyXq3FEEQKqHBKyCiG6KlmRuCkAENbtSG0lLibfAlWtJSOh2lpcTKi9FHaanQ8i4oLRUYSkv529SN0lI0uAkXUTalJwtKSylHg51E2NDasaG0FKWliC6izEc0uFEbsbMOvPTJRQu3k8utI5zPsQgkr8UrXTWOqRidSq8KtTBzo4RIxCPv81BL8axUXziPR6CyWpi54aFLSh0RhgY3kYLHLAfPtJRS1ExLybFBTr30nBtl9fF4LohWUOs5N1L0KX3OjRK0NLiRe65Kec6NXPlQslqKa6XPuQmkU6PQ4CZcaDgIuEFpKeVo8AoobGjt2FBaitJSRBdR5iMa3KgNpaWUQ2kpeTooLaVcBw87wiGv1TSDFuyitBQfe6TWEWFocBMpKC0VuiylpZTZIlUXpaW6oLSUch289FBaig+UliJUQcNBwA1KSylHg1dAYUNrx4bSUpSWIrqIMh/R4EZtKC2lHEpLydNBaSnlOnjYEQ55raYZtGAXpaX42CO1jghDg5twweuKyFNea2kppQ+IUjM141uG0lLyywUqq3QaX0tXhr728EpLSTlHlKallMyWKNHBS4/Sc1VKWkqtNKuWY1osavlIZWhwQxBaQoNXQEQ3RKszNwQhEhrcqE040lI8Zm6iecpT6ZQvpaXE29Bd01K8FsmLKRPpeOalg5cepW2LdDxL1RFIJlJ9NG8fhQka3IQLNdNSWoCHPeFMS8mVD1We0lLy6A7xHGibFHkpZWJ5QTGvtFSwsjziMZZimtJSBEHIRoNXQEQ3REszNwQhAxrcqA2lpeTp4Lk/lAylpcTbQGkp+TrElol0PPPSwUsPpaXk6wgkR2kpghuUlhKnI9h3qfJSy1BaSll9lJby1yFmmxR5KWUoLaWsLuqj/eXFbNMINLghCC2hwSsgohuipZkbgpABDW7UhtJS8nTw3B9KhtJS4m2gtJR8HWLLRDqeeengpYfSUvJ1BJKjtBTBDUpLidMR7LtUeallKC2lrD5KS/nrELNNiryUMpSWUlYX9dH+8mK2aQQa3BCEltDgFRDRDdHSzA1ByIAGN2oT6OR2jXjlpnA8R+FaSEt5juB5paXEtk/IBil1ypH3LO+ZllJ6pavUFk8dUnWJ8XcwnXLikUf8BJJTkgrwbZ/SNgUqI1fehZDPu0NaSq5vgumWIx9Mn9I+mndaSq49vH0UJjQxuHnrrbeQm5uLuLg4TJgwAXv27Ala/pNPPsGQIUMQFxeHkSNHoqioKEyWKkDD03fcUGManzfd4ThEK1o7NmrYE842xnJaijdaiz0tEmU+ivjg5uOPP0ZhYSGWLVuG/fv3Y/To0ZgxYwYuXbokWH7nzp14+OGH8b3vfQ8HDhzA/fffj/vvvx9Hjx4Ns+UEoQIavAIiuiFamrkhCBkYI23Aa6+9hkWLFmHhwoUAgFWrVmHjxo1Ys2YNfv7zn/uVf+ONNzBz5kw888wzAIDnn38excXF+MMf/oBVq1aF1XZRuE7ur78GrNau7efOee+Xqq+qCrh+XZ4OX108dDQ2AtXV8nS5yp8+DTQ3d20/f16cPk8fh7q6uHbNX6fr/4sXgfJyUSa7y7vkXToqKqTpcOE7vVtdLU3PlStd//umpex2cbpc8SlmGv/SJX+d7e2h5QPpa2729qcceKalHA7g5El5upT6yLWvvj70cbtwwV+f6//r16XHYkuLt46mJnnxfPWqt57WVul6hPo3Kedqfb2/vC+ufe3t/vpcF9hyUzjl5c44kqpDSJdcHZ5yFy929a9y2tTW5u+jy5eV2aYiER3cdHR0YN++fViyZIl7m16vR0FBAcrKygRlysrKUFhY6LVtxowZ2LBhg2D59vZ2tLs6FADNnQfXarXC6jnY4IBLn6deo04HndNIQRkGwCbBDgM6p9sWL3Zvs9lsYDLa4rYNAGNMkh0u9A4HDACwfr3zA8DBGOwSdLntmDJFcL+vj3z97JafM0d0nTa73e0zt0+fftr5kYhrOKUDgM5BulwcLlt+9SvnRwbu+LPZYAKcndLQodLkPc4Pz3g2MOa07/XXnR8BpMSjO362bHF+ID1+3LoYc+rqxGqzeV9QiMHlM7sdGDu2S1enTyTZ8fvfOz+C1XT5yNfPbvk1a5wfEXj6TGe3Ozv2sjJJx91LHzrj8B//cH5k4tZz4IBsWwTP1cJC50cEdocDjgC+dvuqqiqgfQ6HQ3w8uuIHAEaMcG+WEj+CuuDdDim4feYxWWC320Xrcvvo9OmAPvK1Tajv4IEUfREd3NTX18NutyMjI8Nre0ZGBsoDjMpra2sFy9fW1gqWX7FiBZYvX+63ffPmzUhISJBpeXCKi4vd/4+4+27klJYKF9TpUDFpEo5LWDN00+jRGHTyJHSdVwTtaWkos9lwQ8a6oxF33YWcrVvBdDqcGTcOZ2ToSE1Kwu0ZGTB1XvE5DAYcHzQIVRJ0jZ46Fdk7dwrv1OlwdsIEnBTQ5/Lz8LvuQv+SEtH1taemYpfDgdZOnf2HDsXQffugt9tF6/Dkwt1340Z6Om6prIROQV66YehQVE+ahOGnT0Nvs8nSUTNhAg66fGW3I3/0aKR9/bVo+Ws5OdhZUQGHaxYO3vHcJzsbY3r1gsHjgsGT1owMfHnpEuwij38igDuys2HuvOhgBgNODBuGChmx2Cs9HePS02Fsa8P1vn2xo7ISjgD9QkAcDkwYPx49PWZtLo8ejb3bt4tWEdJHffpgR309bD5tdPm5V8+eGNe7N4w3boiqj+n1ODlyJM516ovr6EB+Tg7iGhtF2+xJW8+eODprFkZVVcHsmumUgTUxEYdmzcLwujrENzTI0tGeluZ1rg4YNgxDDxyATuS5ardYsL9PH9QH8LWhvR2Tbr0ViTU1wvJmMw7l5KBObDwyhtvvuAPpHsskrt58M8qOHgVOnBCnoxOd1YqJw4YhpbISdosFBzIzcVnGedF/8GAM3b3b3b91JCdjj8mEayJ1GVtaMOmmm5AQYKmI3WLBgawsQds8+w4etLa2ii6rYyxyq4Sqq6vRt29f7Ny5E/n5+e7tP/vZz7Bt2zbs3r3bT8ZsNuODDz7Aww8/7N72xz/+EcuXL0ddXZ1feaGZm5ycHNTX1yMlJYVre6xWK4qLi3HvvffCZDKFFiBkQX4OD+Tn8EB+Dh/k6/Cglp+bm5uRnp6OpqamkL/fEZ25SU9Ph8Fg8BuU1NXVITMzU1AmMzNTUnmLxQKLxeK33WQyqRbcauomuiA/hwfyc3ggP4cP8nV44O1nKboiereU2WzG+PHjUeKRUnA4HCgpKfGayfEkPz/fqzzgnPoKVJ4gCIIgiO5FxO+WKiwsxIIFC3DbbbchLy8Pr7/+OlpaWtx3T82fPx99+/bFihUrAAA//vGPMXnyZLz66quYM2cO1q1bh7179+Kdd94RVZ8rC9fseVcOJ6xWK1pbW9Hc3ExXBSpCfg4P5OfwQH4OH+Tr8KCWn12/26JW0zAN8Oabb7L+/fszs9nM8vLy2K5du9z7Jk+ezBYsWOBVfv369WzQoEHMbDaz4cOHs40bN4quq6qqisF5gwt96EMf+tCHPvSJsk9VVVXI3/qILiiOBA6HA9XV1UhOToaO8735rsXKVVVV3BcrE12Qn8MD+Tk8kJ/DB/k6PKjlZ8YYrl27huzsbOj1wVfVRDwtFW70ej369eunah0pKSl04oQB8nN4ID+HB/Jz+CBfhwc1/JyamiqqXMRfv0AQBEEQBMETGtwQBEEQBBFT0OCGIxaLBcuWLRN8rg7BD/JzeCA/hwfyc/ggX4cHLfi52y0oJgiCIAgitqGZG4IgCIIgYgoa3BAEQRAEEVPQ4IYgCIIgiJiCBjcEQRAEQcQUNLgJwltvvYXc3FzExcVhwoQJ2LNnT9Dyn3zyCYYMGYK4uDiMHDkSRUVFXvsZY1i6dCmysrIQHx+PgoICnD59Ws0mRA28ff3pp59i+vTp6NWrF3Q6HQ4ePKii9dEDTz9brVY8++yzGDlyJBITE5GdnY358+ejurpa7WZoHt7x/Nxzz2HIkCFITExEjx49UFBQgN27d6vZhKiAt589eeKJJ6DT6fD6669ztjr64O3nxx57DDqdzuszc+ZMvkaLfilTN2PdunXMbDazNWvWsGPHjrFFixaxtLQ0VldXJ1h+x44dzGAwsN/97nfs+PHj7Je//CUzmUzsyJEj7jK//e1vWWpqKtuwYQM7dOgQmzt3Lhs4cCC7ceNGuJqlSdTw9YcffsiWL1/OVq9ezQCwAwcOhKk12oW3n69evcoKCgrYxx9/zMrLy1lZWRnLy8tj48ePD2ezNIca8fzRRx+x4uJi9vXXX7OjR4+y733veywlJYVdunQpXM3SHGr42cWnn37KRo8ezbKzs9nKlStVbom2UcPPCxYsYDNnzmQ1NTXuz5UrV7jaTYObAOTl5bEnn3zS/d1ut7Ps7Gy2YsUKwfLz5s1jc+bM8do2YcIE9sMf/pAxxpjD4WCZmZns5Zdfdu+/evUqs1gs7C9/+YsKLYgeePvak3PnztHgphM1/exiz549DACrqKjgY3QUEg4/NzU1MQBsy5YtfIyOQtTy84ULF1jfvn3Z0aNH2YABA7r94EYNPy9YsIDdd999qtjrgtJSAnR0dGDfvn0oKChwb9Pr9SgoKEBZWZmgTFlZmVd5AJgxY4a7/Llz51BbW+tVJjU1FRMmTAioszughq8Jf8Ll56amJuh0OqSlpXGxO9oIh587OjrwzjvvIDU1FaNHj+ZnfBShlp8dDgceffRRPPPMMxg+fLg6xkcRasZzaWkp+vTpg8GDB2Px4sVoaGjgajsNbgSor6+H3W5HRkaG1/aMjAzU1tYKytTW1gYt7/orRWd3QA1fE/6Ew89tbW149tln8fDDD3fblxKq6efPP/8cSUlJiIuLw8qVK1FcXIz09HS+DYgS1PLzSy+9BKPRiB/96Ef8jY5C1PLzzJkz8eGHH6KkpAQvvfQStm3bhlmzZsFut3Ozvdu9FZwgCP5YrVbMmzcPjDH86U9/irQ5McnUqVNx8OBB1NfXY/Xq1Zg3bx52796NPn36RNq0mGDfvn144403sH//fuh0ukibE9N85zvfcf8/cuRIjBo1CjfffDNKS0sxbdo0LnXQzI0A6enpMBgMqKur89peV1eHzMxMQZnMzMyg5V1/pejsDqjha8IfNf3sGthUVFSguLi4287aAOr6OTExEbfccgvuuOMOvPfeezAajXjvvff4NiBKUMPP//73v3Hp0iX0798fRqMRRqMRFRUV+OlPf4rc3FxV2qF1wtU/33TTTUhPT8eZM2eUG90JDW4EMJvNGD9+PEpKStzbHA4HSkpKkJ+fLyiTn5/vVR4AiouL3eUHDhyIzMxMrzLNzc3YvXt3QJ3dATV8Tfijlp9dA5vTp09jy5Yt6NWrlzoNiBLCGc8OhwPt7e3KjY5C1PDzo48+isOHD+PgwYPuT3Z2Np555hl88cUX6jVGw4Qrni9cuICGhgZkZWXxMRygW8EDsW7dOmaxWNj777/Pjh8/zn7wgx+wtLQ0Vltbyxhj7NFHH2U///nP3eV37NjBjEYje+WVV9iJEyfYsmXLBG8FT0tLY3//+9/Z4cOH2X333Ue3gjN1fN3Q0MAOHDjANm7cyACwdevWsQMHDrCampqwt08r8PZzR0cHmzt3LuvXrx87ePCg122d7e3tEWmjFuDt5+vXr7MlS5awsrIydv78ebZ37162cOFCZrFY2NGjRyPSRi2gRr/hC90txd/P165dY08//TQrKytj586dY1u2bGHjxo1jt956K2tra+NmNw1ugvDmm2+y/v37M7PZzPLy8tiuXbvc+yZPnswWLFjgVX79+vVs0KBBzGw2s+HDh7ONGzd67Xc4HOxXv/oVy8jIYBaLhU2bNo2dPHkyHE3RPLx9vXbtWgbA77Ns2bIwtEa78PSz6zZ7oc/WrVvD1CJtwtPPN27cYN/61rdYdnY2M5vNLCsri82dO5ft2bMnXM3RLLz7DV9ocOOEp59bW1vZ9OnTWe/evZnJZGIDBgxgixYtcg+WeKFjjDF+80Dax+FwoLq6GsnJybRojCAIgiCiBMYYrl27huzsbOj1IVbVcB0qSWTbtm3sG9/4BsvKymIA2GeffRZSZuvWrWzs2LHMbDazm2++ma1du1ZSnVVVVQGvNulDH/rQhz70oY+2P1VVVSF/6yN6K3hLSwtGjx6Nxx9/HA888EDI8ufOncOcOXPwxBNP4KOPPkJJSQm+//3vIysrCzNmzBBVZ3JyMgCgqqqK+10dVqsVmzdvxvTp02EymbjqJrogP4cH8nN4ID+HD/J1eFDLz83NzcjJyXH/jgcjooObWbNmYdasWaLLr1q1CgMHDsSrr74KABg6dCi+/PJLrFy5UvTgxpWKSklJUWVwk5CQgJSUFDpxVIT8HB7Iz+GB/Bw+yNfhQW0/i1lSElUP8Qv0WOf/+q//ioxBHrS1VaKq6k1YLGdRX9+CrKz/kKXnypUtaGzcAp1Ojz59HkZS0kjJOlpbz6Cu7gM4HFb3tl69voG0tDtFyTscHaiu/hPa22sClomLy0V29g8Fg4wxO6qrV6GtrUq0zXq9GZmZjyE+/iYAQEPDJly9WhrAPjsslrM4f/5L6PUGwTJpaXfDYEhBQ8Pnom0Qolev2UhIGIzq6ndgt7dIltfrLcjMXIj4+Fz3tpaW46ir+wiMhX4apzMOvoOkpFEByzDGUFu7Fq2tpwT3p6fPRWrqRNE2M8ZQU/MuWlpOwWI5i6qqw8jJeQomUw/ROly0t1ejpmY17PYbSEwchszM+ZJ1OBzWznjsett4sPgTorFxK65cCXw7r8GQgKysRbBYhG9FbWwsxZUrmyTZnZY2Gb16OS/e2tqqUFPzHhyONr9yYuLZZEpH794PoK7uf2C3t0qyw5O4uAHIzv4hamrew40bX8vSkZp6J9LTv+H+brNdR3X1H2G1XhEln5Q0ChkZwfvH5uY9qK//DExgSWh8/EBkZf1A0prJa9f24fLlv8Jut8FiOYdr19LRs+ck0fIuGHOguvpttLVVwGhMQXb2D2EySX/8wZUrxWhs7LpdWq+PQ1bW9xAXlyNKvq3tAmpq3hWMJxc9e96LHj2EH4jX0VEnuU8zmdLRt+//g8GQELKPdzjsMJubAcwWrZ83UTW4CfRY5+bmZty4cQPx8fF+Mu3t7V7PgmhubgbgHFlarVa/8nJpba3ExYuvIC4OOHnyM6SkTIbZLP3JoceOfRt2u9PGq1e/xMiRJSEk/Pn662fR0PCp17ZLl9bhtttOi5K/cmUjzpz5r5Dl4uNHITn5dr/tTU3bcfr0U6Lq8qS19QwGDfoAjNlx7Ni34XAE7sTj4oCLFwPrunjxDRgMPWC1Bh6giaGu7n/Qp893ceHC72TruHHjPG699V3399Onf4yrV7eIlm9s3IZRo0oD7m9tPYGTJ78XcP/ly59g/Phy0fW1tBzCqVM/AOD0c2Xlp9DpTOjX76eidbg4f/4l1NT83v09ISEP8fE3S9Jx5co/cebMj/22B4o/IY4dmwebrT5omY6ORgwcKHycjx9/CFbrJVF1ubh48fe4444G6HRGnD//G9TWvh2wbKh4BoCqqldgtdYFLyQCu92Os2f/U7b8hQsrcccd9dDr4wAAdXX/i7Nnn5WkIzFxIiyWvgH3l5c/jtbWYwH3x8ePQVLSONH1lZcvQkvLAQBOX586dRTjxx8Rb3Anzc27cPr0/3N/dzgc6NdPWtsZYzh69AE4HNe9tre1VeOWW94SpcMZT6uClqmpeQcTJgjHS0XFq7h48WVxBntgMKSjT5/voqlpW8g+3mQazPU3FoAkfVE1uJHDihUrsHz5cr/tmzdvRkJCArd6dLpLsFjmwmL5PwAMJSUbwVhGSDlfUlOb3f83Nl5EUVGRZB0JCWdhMgFW6zgwlgaz+V+4ceOKaF0m07+RkAA4HL1htfo/eMlk2gq9/hp27twCu/2y336jcQ8SEwGHIw1W690h69PrK2AyHUJ19dc4c6YIgA2pqc6BTXv7LABSpjXtsFg2wuFog91eD50O6Oi4B4wlSdAB6HQtMJtL0N7eiK+/PgqLBbDZBsFuHyJah8FwDkbjEVy8eBqnT3f5PjGxEkYjYLXmweEI/NROvf4yTKYyXL1aHfTYGQynkJQEMJaAjo6umU2d7hrM5q1obW2QFEcGw7FOfYlwOHrDYDiPkycP4PBh6bEYH38MZnPX923b/gmH4yZJOrrisRes1kkh40+IlJSrnbFwLxjzvggyGE7BaCzH+fPHcOKEcBuDyftjg8VSBIfjBv75z40ATIiPL4fZDNhsw2G3SxvcGY17YTBUuwc2Nttg2O2DJekAAJNpG/T6Jhw/vh1xcc7j29Eh5VH3Dlgsn4OxDmzatBGA0w9m827ExwN2ez/YbMEHHGbzP6HTWbF1axEcjsCDm+TkS9DrgY6Ou8FYmkcbnMd+x45i2O3i3yWXlFQLgwGw2UbCaDyC1tZ6WX2r0XgAiYld30+ePCjjvHAgNdU5sGlvnwmDoQpG4zFUVZ3EqVPidMXHnwgST22wWDbDam0O2Ma4OFefJi6WjMavYDDU4PDhXejo6OHRx/eA1XqXcCsdfVBcXCyqPWJpbRU/axlVg5tAj3VOSUkRnLUBgCVLlqCwsND93bUgafr06Sqsufkudu/uCZ2uHVOnTkFc3EDJOnbs6Po/JSUFd98tfVrv2LG3cPUqMGzYfyIpaTwOHBgFs9mE2bPF6bp06SpOnwZ69hyN4cP/6rf/wIFxaG09igkTJiAt7R6//VeuOHDiBJCSMgijR/vL+1JbuwZff/0EMjL6YOjQ2XA4rHC9QPbuuz+A0ZjmVd5qtaK4uBj33nuvXz7Xbm/Brl3O9IlerwdjwIQJbyAhQdqPwY0bZ7B//zAYjUZkZQ1AbS0wcOD/h/79l4nWUVPzNs6e/U9kZmZiyJAu3x869CKuXwdGjfo5evb8RkD5q1dLcOzYLCQnJweNg2vX0nH4MBAXl4E77+zyd2vrMRw4MBYWixl33SU+jpqaUnD0KBAf3xdNTbfAYDiPW265BQMGSI/F06c34JLHhMedd96JpKQxknRcvnwNp04BPXqMwogRfw0Zf0Ls3OmMhYkT34bF0s9rX1XVClRWLkNOTn/ccotwG8vK9HA4gIkT/wSLpX/Qumy2Zuze7Xyh5cyZM6HXW3Dq1Me4fBm45ZbH0Lev9yxUsHgGgPLyh9HQ8Df395tu+g5ycn4hqt2eHDyYh5aWg7jllptx4QKQkNDXK15C4XC0oazM2WdOnz4dRqNzUefFi6dx/jyQmXkXBg36IKiO3bszYLM14u677w56Tu7dG4/2duC2215CcvJ49/b9+0fjxo0TuOOOO5CaOlm07fv2JaKtDbj55oWoqCiExWKRdE64aGw04vjxru+33HKz5POCMQd27nT+f9dda3H58kc4d+5pZGdnY/BgcbpOnVrfGU8L0Lfvf3nta2+vxt69udDrdQH7/K+/3uTRpy0NWV95+UNoaPgMw4ePQFbWbDQ02FFeDqSmDsKoUf4xFCqm5eLKvIghqgY3+fn5fiPRUI91tlgssFgsfttNJpOqC8qMRqNi/TodZOlwpaINBiOMRpc8E63LYDB06tEJyrhy3QaDQXB/KPlQ5R2Orjy70Rj4OAkdQ73e8zsLWC4UVmuX3/R6Xadu4fYGIpAfPI9PMH0Gg9FdPng5g2A5OcfeKdelr6sOvaxYdPmuS7f088LXj6HiTxjWWb9/LLj06/WB49W19iNYPLrQ6TyPgREGgzibA8Wp7/M8pMZhl12uOHbpE3d+uvB8Y7PJ1NW3GAz6Tv3iYyR0HDDBcvKOfZe+QOeKWFzyLvR66eeF51o7k8nkXmcVLP58CeYHh8PUWU/g815qn6bT6Tvrc7a3q48IbjPv31kpuiL6bqnr16+73+EBOG/1PnjwICorKwE4Z13mz+9agPjEE0/g7Nmz+NnPfoby8nL88Y9/xPr16/GTn/wkEuYHgB4MqB38FyMSBNGdzwvqn7sLER3c7N27F2PHjsXYsWMBAIWFhRg7diyWLnVOk9XU1LgHOoDz5ZMbN25EcXExRo8ejVdffRXvvvuu6NvAuxs6nU7hU5gDyYrTKbbuYOWk2y9UXroPhOvlYYv4/crbrrQj13HQwROdz18ZGhQfVzFlg5WRYzuv4+otJzW+QpUXp09pnTxiWkuo0UeL16e8j9aaP7uIaFpqypQpgrf6uXj//fcFZQ4cOKCiVbyQfnXk64tgvpFetxRdYssGKqfUbl5Xljz0uB6KydMOqfpClQ++X3oc+ZfnF4ty9PCIs9Blg7dRKzHNA17nhRJ9ymJa6TnEK57l6Aksw7uPVi+e5fsvfER05oYg1CQaTkCCCDfd+7zQ7kwDwRca3MQgXZ2X0rRCqKnIUJ2k2Lq9y3l3vpFJSwnJhH8aX2x9nsdbjnyw+sUea2F4/pB2+Sty0/jS01Le7ZeXglCWTvLXEyhexNvheVy9+xvxOqTWCShpO1MorxZq9NFSzll5fbR0+fBDgxvuOA+2vE6dxxR+AM2S7FFWr9wfNP5XlMr1OW2KbFpKuV/CXV9Q7RxlxOsS1yY1pvF5yfNEC7YoTaVG6niol2aNrj5aCzEUHBrcxDTqjKrDe/WjpC7tn4A80d5VafeE93FQ77iGd4G8NogGG5VB/YATGtzEJErSOh6SIU8SddJSygYl6qWlwv9jIDUtJVdeTP08F7fLxWlPNNxd0oVv+3n88MjT0WV75BYUR+4OQLmpOLVRlpYK7k9KSxFcUdKBqJeWUuduKd7y2ktLAUxxmkb5XXDhPh7qzXh1v7tLOqU1tIhXG7aE+w5AqfWLldPu3X/qyFNaitAEWpnOjpa6oh01fEX+lw5vn2nlPKa0VHTQHdoYGhrcqAaPK1QeVxfSZ5LE3v0Q+opa6pSn8qsCoWlaZXeoeC4olvtjEOi4iv2xkHcVKz8NIXRniRaudL3vlpK3ADNYfATWJ+2OICE5nmkRXndLKUFeWkr8sQt1B6C8RfJKU3N8+uguGac96vXRoW1Q1kdreX0PDW4IgiC6FdpPKaiHdn+MCb7Q4CaGodcvBNsWQgu9fgHKn8HBG53PXxka6PULXd/o9QsagF6/oBY0uFEN5QvN6PULWsAzLaVER7DvUuWl7afXL4grS69fkKuD5zHltT9UeT7xrO0F8rzq8pfTxqL04NDghjvaHckSBEFEww+TelD/3F2gwU1MozStoHQqkke5yKSlgi88FakhbK9fCFQ+tqbwo/P1Cz57NPH6hUDfpcpL3a+8TqULWLW3/lWNPpp3PAcrpzmHuqHBjUpE8vULQnWr82hv4XJKH+2tpSvL6Hj9At8pfOH6tHF3iXJdcupRUldspqWE3y3Fzwb+r19QK+XPr+3R1EdrK56FocENZxjT7kiWIAgiGn6Y1IP65+4CDW5iEs9nGPC+s0TKsyLkTnmyIPuk6pKjg5cepdP4YusL9MwJnndL8VzcLhenLVq/uyT484F43Lknr/3+562SeBZaUCzVN1LrFFeHMDyfM8QT/n20tOdTUVqKkEzk0lLidPMqy1Nei1eU9PoFnkTi7hLxdaqRlpJqg/pow5Zw3wEotX6xctq9+08deUpLdWO0NJJVy5ZwtlFL/tQ6aviK/C8d3j7TxnnMfwF8JIgGG5XSHdoYGhrcxCRK0jqeBJcNffXEIy0lDf6vXwi1TaoOnvudhH79gjzUef2CEtS5W0qan6TV7X9sePzwKL1bKpLPuYlMWkr56wrUwfv1C7I0BN2rXh/duVV7t5+5ocGNavCYfo9MWko7U75aIPJ3S8VSWioyd5fwLicHLcV25G0J9x2AvOS1cvdf5PvoyMdQKGhwE8OoN6oO32hdy1cG2oN8pQ2iIy3F+9yKhnM1GmxUTndoY2hocBOTdI2q1Xm3lH89gtKy31ui5KqAz91S0fVuqUD+4nG3VGcNXF8FIhflaanwvFvKE0pLCdsgsjS3OwC1mZYC1Hr/nwu1+mix9UcOGtxwR0kHwutBU6F18yvLU16LU53Rn5YK/91ZvHUrncZXdlcVn/NQO7EdC3dLaaWP0vq7pfjLO+W0EUPBocFNTBP9aSktXxloD7pbShtER1qK3/OflOgLN9Fgo1K6QxtDQ4ObGMR7VB25KU+5K/GVXRXwSUspv6smdHl+t9aqn5bitwBTPtHzbilPvNvPY82H8ndLKT8m8l+/oCy1K7/t2k1LRWMfLV0+/Cge3FRVVaGqqoqHLTGC82BH8t1SgppVeW8Jj7qUy6lJdLxbSmr9atcXVDtHGWXpJt71yNMdCbRgS3Ab+L9bSqp+sfVG4u4/ufXKrUtITgsxFBxZgxubzYZf/epXSE1NRW5uLnJzc5Gamopf/vKXsFqtvG0kZBMdd1mEqC2MdUU3ahwXeleadKLnLqTul5bqDndLdYc2isEoR+g///M/8emnn+J3v/sd8vPzAQBlZWV47rnn0NDQgD/96U9cjSSkwictFfokUWvKU/5VAZ+7nALJaPMhflpOS6lxt5TW3y3ljXbulhL/TjgxyLtbit4t5YuytFTk+mip8uFH1uDmf//3f7Fu3TrMmjXLvW3UqFHIycnBww8/TIMbAHymK+luqchD75biSWTuLol8WkpLKVdt2KIs7RT5h9gp0RP9d0tps6/2RlZaymKxIDc312/7wIEDYTabldpEKEbtqxQl64rEwGtBdPdA3UfLK73a134nyB8ezwcS1scHJfEiFA9anRXpQquvX1AH3vEXncga3Dz11FN4/vnn0d7e7t7W3t6O3/zmN3jqqae4GRfd8LhC5dkxitelvCOQKs9zulxAu6J3S3kuKJY7pR7ouIpNS8nzi/w0hJo/BEqudL3vlpK3UDjYXXBiFnpqIS0S+bul5CP22AXyl9I2KJPn/foF73dLRVMf7fyr5fU9otNSDzzwgNf3LVu2oF+/fhg9ejQA4NChQ+jo6MC0adP4Whh1aOdga2shosyaNHzyaA/ylTbgfRy0c2OATqdDoHFJNJyr0WCjcrpDG0MjenCTmprq9f3b3/621/ecnBw+FhEc8L0ykIuyxWqRef0C4LRb2dU2vX7Bu356/YKcsoCWFhTznbmRt6BYqu30+oXQ8sFRq48WW3/kED24Wbt2rZp2xCDKF5rR6xe0gGdaSomOYN+lykuUptcviCvF5bH4ymwIB9pYh6FsQbFW+ih6/YJ2oScUc0dLI9noT0tpy59aR80FxYRY+Kc+tHQeR/dzbqLDRqV0hzaGRtKt4Pfcc4+ocv/6179kGUPwoXu/fsGlT6kPgi08FamBXr9Ar1/w8Ru9fkFZapdevyAkHwx1+mjp8uFH0uCmtLQUAwYMwJw5c2AymdSyKSag1y+ET059IpuWotcvKJvGp9cv+KIFW4LbQK9fkKdDtHQ3eP2CpMHNSy+9hLVr1+KTTz7Bd7/7XTz++OMYMWKEWrYRitHOXRYKagtjXdGNOseF/B9ptHXXI6WltE73uCMsNJLW3DzzzDM4fvw4NmzYgGvXrmHSpEnIy8vDqlWr0NzcrJaNhGT4pKWi8fULwvp4deLhvVsqFtJSatwtRa9fkKeDXr+gxR9+ZWkpev1CYGQtKM7Pz8fq1atRU1ODJ598EmvWrEF2drbsAc5bb72F3NxcxMXFYcKECdizZ0/Asu+//z50Op3XJy4uTla96qCkA1EvLRVNK/G1Br1+gR/0+oXIow1blKWd6PULkW6/FmIoOIrultq/fz+2bduGEydOYMSIEbLW4Xz88ccoLCzEsmXLsH//fowePRozZszApUuXAsqkpKSgpqbG/amoqFDSjBhGS9PZMmvSxJWW9k9kJ1rwFeGE57HQ0nlMaSnt0x3aGBrJg5vq6mq8+OKLGDRoEB588EH07NkTu3fvxq5duxAfHy/ZgNdeew2LFi3CwoULMWzYMKxatQoJCQlYs2ZNQBmdTofMzEz3JyMjQ3K9sU147pYKffUUmbSU74BI2esXQm2TqoPnfieBjoPygaE201K8Y1qan6TV7X9sIpeW4nm3lNy0lPJzSF7btfpuKe/XL8jSEHSven1051ZNXHwKI2lB8ezZs7F161ZMnz4dL7/8MubMmQOjUdaLxQEAHR0d2LdvH5YsWeLeptfrUVBQgLKysoBy169fx4ABA+BwODBu3Di8+OKLGD58uGDZ9vZ2r3dguVJnVqsVVqtVtu1COPU5D7bNJl2/zdbh9Z0xJstGV0Db7TbYbC558brsdhsAwOFwCMp46hfab7db3eXE1OmqjzGH33ERkndtE9seq9UKnU7qsegq73DYO+20Szoevu1ywZijsw5h/3XZ4JIP7seuelgA30mLI1fbPTvGQLEQCofD4adbqh5fP7rsEqvLbu86r2w2Kxiz+uy3d9oqfHwdji55Z/3SfKnXW93HXCiGQsWzrw+lxqELl99c8Sy3fwG8fd/lv9Ax4gqp0MdO+Bh39T3y+m+XrVLPCRee/QIQOGaCYbV6x5PLJt9+IhiumBCKBVf/67JXKF5dMSDW/q76bJ02Wzu3C/tRah8tFin6JI1MNm3ahKysLFRWVmL58uVYvny5YLn9+/eL0ldfXw+73e4385KRkYHy8nJBmcGDB2PNmjUYNWoUmpqa8Morr2DixIk4duwY+vXr51d+xYoVgnZu3rwZCQkJouyUQnKy8++XX34Jh6NGovR1eL7l4saNVhQVFUm2ITHxKoxGYO/efbDbryIlxdmpiNVlNh9DfDxQU1ODs2f9ZRITG2E0Oo+zzeY/W2cyHUZCAnD58mVRdRqNB5CYCFy5cgVFRUXQ6Zw2A8FtLi4uFtyeksLgeUFRUlICxtJC2uGJTtfstqG6uhpmM3DixAkcOiT+eJhMB5GQADQ01Hu1IympBQYDsGtXGez2wOvUDIYzSEoC2tpuBPWD0bgPiYnOgbtnOZ2uASkpzg5IShy59DU1NcE1WD9//jzKy6XHYkJCLTyz1bt374bd3ipJh9l8FPHxQG1tLc6eLUJi4pXO+DsgGH/+tLvPqy+++AKAt4wr3l36/elwy2/evBlA6H4jJUUHnY6hpGQLGOuJhIRLMJmAw4cPw2oV9mOgeI6Lq4LF0vX9+PFjOHhQTr/QAKOxK56vXm2S3L+4zq1//etfYKwPAMBiOY24OKCiogInTwbXl5zcCr0e2LlzJ+z2hiD12KDTAdu2bYPDccqjDc6+Z9++/bDZzKLtTk7ugF4PHDjg7GvsdrusvtV1TruoqKgM2WZfPPuWf/6zCCbTISQkAJcuXcL58+J0BY+n4PEOAPHxzhg4fvy4qFiKj6+C2QycOnUSR44Uie7jA8W0XFpbxfcdkgY3S5cujfg0VH5+PvLz893fJ06ciKFDh+Ltt9/G888/71d+yZIlKCwsdH9vbm5GTk4Opk+fjhRXhHHCarVi1y7n/3feeSeSksZKkrfZrmL37q7v8fEJuOuu2ZLtOHToeVy/Dtx2221IShqPr74CdDrnzJsYamrO4+xZICsrG0OG+MscOfIqmpuBcePGIj3df/+lSw04fRro3bsPhg8PXWd9fRtOngR69uyJyZNno6OjDl995dwnZLPVakVxcTHuvfdewXVeO3fqwZjd/X3atAKYzX1C2uFdRwNc69qzs7NQXw8MGzYM2dnij8fly9dw6hTQq1c6Jk/uktu3LxFtbUB+/kSkpEwKKH/9+n4cOgTExcUHjYPGRj2OHwdSUlJx991d5drbq7F3L6DX60QfewBoaLCjvBxITU1DQ+fvz4ABA3DzzdJj8cSJNbhypev7hAkTkJY2RZKOmpoqnD0LZGZmYciQ2SHjzxe7vdV9Xs6YMRMGQ6KP/spO/ZmC8e5wtME1kTx9+gwYjckh69yxw/l32rRpMJuzcPz422hsBEaNGo2MDO86QsXzmTOfo66u6/vw4SOQlSX9WBw9+gaamrriuUePNK+4FENZmR4OBzB16lTExQ0AAFRU7MaFC0Bubi5uuim4PlfsT5w4EcnJEwKW27XLCLsdmDx5CuLjb3ZvP3z4d7h2DRg/fhx69RJv++7dJthswNix43DqFGAwGCSdEy5c57SLAQP6Sz4vPPuWWbPm4PLlRpw+DfTp0wfDhonTdfz4OwHjyW6/4Y736dOnC8bryZN/6ezThovq086c+T/U1QGDBg1GTs5sXLpUH9TmUDEtFyk3LUka3Dz33HNSbQlKeno6DAYD6jzPXAB1dXXIzMwUpcNkMmHs2LE4c+aM4H6LxQKL52WPh5yaDyI0Gg0y9PseDibLRtcA1Gj0bKN4XXq93v1XSEanc+43GIyC+w0GQ6e8TlSdrtSmTuc8Loy5ZILLiz2G8o51V3mXP/V6acfUYPBuV5e+rv3B9HX5Jfix66rH+3g5HM7/GZMWR0Zj1/FzzdwEioVQuGLJU7dUPQaDU4erfa7jYTCI06XXd51XJpMJBoO3jCtedTrheHOlxVzyRqMY+73Pwa5jHtjmQHGq1xv8vivpF7r+yjmmOj9bu8538XaFPnbMrx5P28Uee1+6jp28vtXVVk97pOphzDcehfuJYASLJ72+68IuULw6z20p55Crz3fGjCsmQ7Wf9++sFF2SFhQvW7YM27dvR0dHR+jCIjCbzRg/fjxKSkrc2xwOB0pKSrxmZ4Jht9tx5MgRZGVlcbEpFgjfrZ7q1KONW1U90Zo9voTDvlh76nS40GL7I/n6hUgRDTaqQXdtt8TBzQcffIApU6YgLS0N06ZNwwsvvIAdO3a4Fz7KobCwEKtXr8YHH3yAEydOYPHixWhpacHChQsBAPPnz/dacPzrX/8amzdvxtmzZ7F//3488sgjqKiowPe//33ZNsQ2ar63hJc871SnOg/x0+67pbQqz5fofLeUj7Qm3i0VSZTdLcX3DkAtoO7dUvzko+8hfpLSUufPn8f58+exdetWlJaW4t1338XSpUuRmJiISZMmYerUqZg6dSry8vJE63zooYdw+fJlLF26FLW1tRgzZgw2bdrkXmRcWVnpNbXd2NiIRYsWoba2Fj169MD48eOxc+dODBs2TEpTVMR5sLXxbillT/MMqDVEB8Pv3VJaOXGi491SgY8LvVsqHPV4otPp4F2tfJ/yX+eo5LZoXs+5idS7pZTeDq/9d0uJiRd6t5QAubm5WLhwoXtm5dy5c+7Bzosvvohf/OIXkmdynnrqKTz11FOC+0pLS72+r1y5EitXrpRqdjcjutNS2jtxtGaPL9pNS2nfd2qjxfZH8jk3kSIabFSD7tpuhU8orqiowPbt27Ft2zZs374dVqsVd999Ny/bohStzDa4UPO9Jbzqjo60lFYf4qdded54L4hVoiP0tgDSmkiLyNMR6Ttd5dnA5yF+8utXF6UP8Yt8H60tf3oiaeamsrISpaWl7pma+vp6TJw4EZMnT8aiRYuQl5cHs1n8swdiG+2lpRhjIk8GpU+15HWVr40TJ3reLcUnLcXvCdcCmrvNu6X8zz35qHUMtJuWUp62CoSSZQOAmmkpabqCleXRx4eS0/6MkKTBTW5uLvr374/Fixdj8eLFGD9+vN+tcYQWCE/gqbc2Q2snjtbs8SY8d6tQWkoO2ryTqPulpbR5HNSnu7YbkJiWmjdvHtrb2/HSSy/hhRdewOuvv479+/d3awcGhscVKg+/eo7ipS7AVLogWeqUJ5844v9uKbn+CNQusfqU+aWr3XJnbtSYOVNypet9t5S8hcLB7oITs9AzXOdEMJTeLRXJ/lrssQvkL6VtUCbPp48ONEMtXlfk+2jnX62l+TyRNHOzbt06AEB5ebk7NfXyyy+jra0Nd955JyZPnowpU6bg9ttvV8VYQixqB57anaTWThytD97VHIzwnsbvLvA8R9S5W0rO+SU8ENTa+SqEmueI1pB+QRuLyFpQPGTIECxevBgff/wxamtrsXPnTowZMwYvvPCC6IfvEeGB/+JL/nXz7xSVL0IUtim8C4ojvXhVez9WOp+/MjQoPq7Ru6BYGz/s0mzwP15a8D8v1FogL0FacR+tJX96I/uV3nV1dSgtLXUvMD516hQsFgvuuusunvZFIUqu2JQuPJWmX3k53vLavMpQfhyUTmWH2y9q1heJBZhS07Fy61FuQzjQxjICZQuKtdJHRWaBvNSyPOWdctqIoeBIGtysX7/ePaApLy+H2WzG7bffjnnz5mHq1KmYOHGi4HuciPCiPB8bCnXTUurbLxWtn8jh8BevNQrdBe2npZTcLSX8+gWtnK9CREPqjBeUlgIkDm4eeeQR3H777XjggQcwZcoUTJo0CfHx/q9TJ7RE5KY8lT9DgVe9fG55pdcvRBZ6/YJSHVo4nspSu5FO1fJFrXhWQz760lKS1tw0Njbim9/8JrZu3YolS5Zg+fLluHHjhlq2RSlKFmDyvltK7rM2gpej1y8olZemT/nrF6QdEz53BwXUzlFGabqJbz2e+B8L+TFEr1+QLh8YpTNqatwt1bmVXr/AFUmDm5UrV+IXv/gFkpKS0LdvX7zxxht48skn1bKNkE24Ak/du6W0g9bs8SUc9sXWOqrwocX2815DpMU2+hINNqpBd223jLeCv/XWW/jiiy+wYcMG/OMf/8BHH30Eh8Ohln2EYnjfWaJG3dGRlgr33VKRTytpZebMhVp3l4jXp420iDwdWlhvEunXL2grptW6+0+ODXLLacmf3kga3FRWVmLOnDnu7wUFBdDpdKiuruZuWLTSNdunvbQUv7tLQgU0r6t8bZw40f/6BSk6fMvyPQb0+gU5qHUMtJuWUp62EsY1GKDXLyhtv/ZnhCQNbmw2G+Li4ry2mUwmWK1WrkYRSglP4NHrF7QBvX5Bu2jzbrHul5bS5nFQn+7abkDi3VKMMTz22GNet3u3tbXhiSeeQGJionvbp59+ys9CQiHRvBJfZq3cX78QbJtUHTz3h5DWRAqFJ+rcXSLNT1rwafe9W0ob/ueDenf/qSEvXE4Lqc5ASBrcLFiwwG/bI488ws2Y2ED+anze75aSe8dG6NF+eNJS2jlxInu3VGTTUryJxN0lysrJu/rld7eUWnesKXv9grR9fhYovhsqMndLqfNuKem6gvuP0lKAxMHN2rVr1bKD4ArdLcUXrdnji/r20bul5KLF9ne/tFR02KgG3bXdMt8tRQRDK7MNTqL7vSWyaw7xXYQGercUB3neqHV3CaWlwoc0G+jdUuJ0yJaO4XdL0eBGNZRPVyp/0JLad0vxvLukS05rj3PX/rulQvtL/gPCYmEaX2k6Vklaisc0vvbullL++oVwp6V8U3F8ZiK1+G4p74GI2n20dqHBDUGERPsnMkGIpzvHszYumAj1ocENd7R08uigxkp88dOokXpAFI+pbKV31YQuz/vdUryn8J36tBPP0fRuqUDHlsciXn7vlorEc26UpXYjn6rlSfTfLaUtf3pDgxuViOy7paLx7hJPOa1dWUY2LcXnPTtK78TgFYvhT0tF4t1S/rJaimktLCgOLsP/3VJq9a2RuPtPSr3dpY/2hwY3BBES7Z/IBCGe7hzP2p1pIPhCg5uYRllaQfkK+dhKS4X7biktPPCMMS39GKh1d4l4fcpTsjxiUV77+aQtlaWl6N1Snqh1958UnZSWIiSjvbSUtu8u8ZTT1pWl1t8tJU6f0invaL67JHJpKZftWrq7hI8t6qal+MS8/PJBNIX4LkeHHF3UR4eCBjcEERLtn8gEIZ7uG8/aeeo5oTY0uOGO/OcoqPP6BTHPPAhkh9ypSKnPvRD2mdyOiP+7peQ+FyRQLIjVJzWWgrVbzlWhGj8ESq50vafx5SwUFoqFUM8+8a5H7jS+Ep/ySs14tzMyr18Qe+wC+Uvpc2q69PGZRZQfz/53/8lZ9B+pPlp+DIULGtzEJOG6MlOrHq1dWWrNHl/Ut49evyAXLbZfC2mpcBMNNqpBd203DW5inuh+tLfsmkN8F6GBXr/AQZ43PJ4LEkwv77JqyCvRoYXjKc0G/q9f0BJqLZCXIE2vXyDEo2TaVPniS2FbhPWLtSO0XqnyYuW0ceJo//ULLgL7S/nrF3gRiQWYkVh8KffcE6NLGTxevyB9n58VKu8PhNxUrbCMFl+/4ETdPlpLC+QDQYObGCR8gadOPdo7cbRmjy/hsE9eHdo7luFGi+1XbpPwu6W0TDTYqAbdtd00uOkGRG7Kk/+zFuTWy+cKVeuvX+Atr7XFgspfv6B8al2pT3j4lN/rFyKBstSuFvzPDx5p1kj30Vrypzc0uFEJbbx+wTvweL1+QdrdJeLxf7S3Vk6cyKalxN5ZErzjlnMnBqD87pTIPxckEq9f8D9H5McQ/x9kHmkpoQXFPNNSvOWFbIxUH82j39RKH61daHBDECHR/olMEOLpzvGslQsmQm1ocMMdLZ08vs+5kSgdtY/2VictFe67pZTXp4U7e3ii9O6ScE6t86yLz3Gl1y/wkOeJ8rRU9PbR6kODG9XQQlpK7HZ55brLo73p9QtS5QPL0esXIo/WX78gxj4er1+I3NKBcNwt1Vmqm/TRQtDghiBCov0TmSDE033jWVsLigk1ocENd7Rz8vi/fkGyBonb+ZbTzusXgm2TqoPn/uDl+TwEUDvxrHwaX2mcSalXe2kpHvHB6/ULEmpUKK+0fvVQfvdfMFlt99HhQBODm7feegu5ubmIi4vDhAkTsGfPnqDlP/nkEwwZMgRxcXEYOXIkioqKwmSpFHhMv0cmLRWJu0u85bR2ZRnZu6X4PNBM2ZQ3v9cvROLuEmXllKVxtBjTkU9LBfcp73gOVD5SfbTyfpP66NBEfHDz8ccfo7CwEMuWLcP+/fsxevRozJgxA5cuXRIsv3PnTjz88MP43ve+hwMHDuD+++/H/fffj6NHj4bZcqL7oP0TmSDE053jWbszDQRfIj64ee2117Bo0SIsXLgQw4YNw6pVq5CQkIA1a9YIln/jjTcwc+ZMPPPMMxg6dCief/55jBs3Dn/4wx/CbHk0oFPpvSXidEbuvSXKp7Kj891Sakzha+nHQNk0fvjuLAlWVjtpqUjcLSW1Tv7vltJePHfPPlp9jJGsvKOjA/v27cOSJUvc2/R6PQoKClBWViYoU1ZWhsLCQq9tM2bMwIYNGwTLt7e3o7293f29ubkZAGC1WmG1WhW2wBtPfV9//XOYTOmS5O32Vq/vNts1HDo0W7Id7e0XO+VtXjYdPfpt6HSmkPI3bpwGADgcDkEfMeYAAFy48AYuX/7Mb39b27mg8r7YbLbOes/h0KHZsNuvu/cJybu2iT1+VqsVer20k5Axu/v/lpYTAAC73S4pZux2V7tOex1Hm62x82/wGHTts9tbgsZBR8fFTpuZlz67vev/I0e+BZ1O3One3n6hU5/Dva2x8V+yYvH69cNe38+ffx7V1asl6bhx4wyArnjqir/XcfnypyHlHY429/9C/nYdp2vXDgi2MZR8ME6e/AEMhmS0tBx31+WrI1Q8Oxx2r+9COsTg8psrnn3jRZwO599Tp56EwZACAGhtPdZpV+jzw5VOOXful7hw4feBSrn/c+rr0umSr6p6DZcufSLBcmfbXX0NABw+/E3odNKu79vbK7y+NzaWSj4v7PYW9/9Wq9VtU0vLcdG6WlpcPg8eCydOzIdeH++3/dq1r0TJd9ns9N+lS3/F9etHQ/bxUvtosUjRF9HBTX19Pex2OzIyMry2Z2RkoLy8XFCmtrZWsHxtba1g+RUrVmD58uV+2zdv3oyEhASZlgcmIaEHDIZKXL/+lWwdjCUAaIdOZ0dj4z9l69m58zgcjnokJydDr7+Gq1e3SJKvqGjGqVP+65ni4jpgsTg7NVfHJsTFi634+uvQ66H0+kokJwMOx3Wv9ra3JwZdT1VcXCy4PSkpAQaD83+HIxmbNn0BwBDSDm8YkpNTodc3wW5vAgAcOlQBm038+i69/iySkwG7/ZrfcWRMj+3bD4GxyoDyOt01JCcbodPZRMXB5cs2H3/ZkZycBL3+Oq5eFfZVKH2MpQEArNYaNDbWSNbhwuFIgV7fjJaWA2hpCV1eiMrKazh9ukh0/Plit6cKxpPBUIGkJMBmawjqZ4dDWF6IpKREGAwNaG7+0mv73r1fw24X1hEons3mK4j3+H06eFBaHLqIi2uHxQJ3PNfVdeD8eWl6kpLiYTAAzc07/PadPl2PY8eC60tI0MNkAq5f3xeyLsbiUFy8HYDFvS0+vgNmM9DaehStrdKWIjBmxpdfHkdKSjx0uhu4evULSfKeOBzOPtVqrZXdR3d0JKGoqAgGw1kkJTmPi1Rde/eeFYyn5OQU6PWX0dRUGlT+4MFKUbHkisH29nNobz/n3h6qjw8U03JpbW0NXaiTiA5uwsGSJUu8Znqam5uRk5OD6dOnIyUlhWtdVqsVW7Y0YvBgK/R6+Rm/lJRJsNmuSuq4fYmLuwmpqXcCAFpbv3SP1MViMMSjR485MBj8B4A22yQ0NhbB4Qg8itbrLejRYzaMxmRR9TU1DUNb23mvbampdyEubqBfWavViuLiYtx7770wmfxnotrahqOpaRsAIDk5DwkJQ0TZ4IvTb7sBAGZzH6SlTZd0pccYQ1PTCLS3+w9gEhKGIDk5L6SO69dvRUtL6E5cpzOiR4+ZMJl6em13tmGvaJs99SUnF2Dr1t249dZ8MNYkWYcLszkLSUlj0Ni42WtGTAp6fRx69pwDgyFRVPwJkZKSj/j4W/22MzYTV6+OQ0eH8AVSl/wdiI8fJKqutrZhaGra7rXNYumL1NR7/Kb4Q8WzwzENjY0zYLNdg9mcgbS0eyXPOACAzXZnp986oNMZ0bPnLBiNPSTpaG8fgaamUviuZzUaU9Cjxyzo9RZhwU46Om7D1aubvWYFA5GUNAaJiaN82jARjY3/lHzsASAxcRQsluEoKWnAqFEWGAzyfv70ejPS0qbj2rUyWK0NsnQAQGrqnYiLuwmMzUJT00j3jLtYLJZspKZOE0wZ3bixDc3NO4PKS4klh+MeXLky02tWPVgfHyqm5eLKvIghooOb9PR0GAwG1NXVeW2vq6tDZmamoExmZqak8haLBRaL/wlnMpm4Ot0FYz2QlTWbi+6ePe/gYBGQmjoKqamjQhcUicmUjvj4+dz0AUB6+jQZdggfQ5PpFiQn36LYptTUEUhNHaFIR+/e9yqS79FjAnr0mCBbPjV1NFJTR8uSdU4BG9Cnzze5xHNCwmOKdQDqxF+fPnO46jOZbkVysv9AKrhMoD7JhMzMeRxs6oX4+EcV6rgZSUk3K5Dvi8TEhQrkeys69larFQ7HAGRnK++jExLuVyTvSe/eM7npAgCTaShSUoby1IisrIdk2MH3d1aKroguKDabzRg/fjxKSkrc2xwOB0pKSpCfny8ok5+f71UecE59BSpPEARBEET3IuJpqcLCQixYsAC33XYb8vLy8Prrr6OlpQULFzpH9/Pnz0ffvn2xYsUKAMCPf/xjTJ48Ga+++irmzJmDdevWYe/evXjnnXdE1edakCZlekssVqsVra2taG5uVmVWiHBCfg4P5OfwQH4OH+Tr8KCWn12/26Ke88M0wJtvvsn69+/PzGYzy8vLY7t27XLvmzx5MluwYIFX+fXr17NBgwYxs9nMhg8fzjZu3Ci6rqqqKgbncnz60Ic+9KEPfegTZZ+qqqqQv/U6xjT0Rrcw4HA4UF1djeTkZO6PjnYtVq6qquK+WJnogvwcHsjP4YH8HD7I1+FBLT8zxnDt2jVkZ2eHvGkn4mmpcKPX69GvXz9V60hJSaETJwyQn8MD+Tk8kJ/DB/k6PKjh59TUVFHlIv6EYoIgCIIgCJ7Q4IYgCIIgiJiCBjccsVgsWLZsmeBzdQh+kJ/DA/k5PJCfwwf5Ojxowc/dbkExQRAEQRCxDc3cEARBEAQRU9DghiAIgiCImIIGNwRBEARBxBQ0uCEIgiAIIqagwU0Q3nrrLeTm5iIuLg4TJkzAnj17gpb/5JNPMGTIEMTFxWHkyJEoKiry2s8Yw9KlS5GVlYX4+HgUFBTg9OnTajYhauDt608//RTTp09Hr169oNPpcPDgQRWtjx54+tlqteLZZ5/FyJEjkZiYiOzsbMyfPx/V1dVqN0Pz8I7n5557DkOGDEFiYiJ69OiBgoIC7N69W80mRAW8/ezJE088AZ1Oh9dff52z1dEHbz8/9thj0Ol0Xp+ZM/m+GV0T75bSIuvWrWNms5mtWbOGHTt2jC1atIilpaWxuro6wfI7duxgBoOB/e53v2PHjx9nv/zlL5nJZGJHjhxxl/ntb3/LUlNT2YYNG9ihQ4fY3Llz2cCBA9mNGzfC1SxNooavP/zwQ7Z8+XK2evVqBoAdOHAgTK3RLrz9fPXqVVZQUMA+/vhjVl5ezsrKylheXh4bP358OJulOdSI548++ogVFxezr7/+mh09epR973vfYykpKezSpUvhapbmUMPPLj799FM2evRolp2dzVauXKlyS7SNGn5esGABmzlzJqupqXF/rly5wtVuGtwEIC8vjz355JPu73a7nWVnZ7MVK1YIlp83bx6bM2eO17YJEyawH/7wh4wxxhwOB8vMzGQvv/yye//Vq1eZxWJhf/nLX1RoQfTA29eenDt3jgY3najpZxd79uxhAFhFRQUfo6OQcPi5qamJAWBbtmzhY3QUopafL1y4wPr27cuOHj3KBgwY0O0HN2r4ecGCBey+++5TxV4XlJYSoKOjA/v27UNBQYF7m16vR0FBAcrKygRlysrKvMoDwIwZM9zlz507h9raWq8yqampmDBhQkCd3QE1fE34Ey4/NzU1QafTIS0tjYvd0UY4/NzR0YF33nkHqampGD16ND/jowi1/OxwOPDoo4/imWeewfDhw9UxPopQM55LS0vRp08fDB48GIsXL0ZDQwNX22lwI0B9fT3sdjsyMjK8tmdkZKC2tlZQpra2Nmh5118pOrsDavia8Cccfm5ra8Ozzz6Lhx9+uNu+lFBNP3/++edISkpCXFwcVq5cieLiYqSnp/NtQJSglp9feuklGI1G/OhHP+JvdBSilp9nzpyJDz/8ECUlJXjppZewbds2zJo1C3a7nZvt3e6t4ARB8MdqtWLevHlgjOFPf/pTpM2JSaZOnYqDBw+ivr4eq1evxrx587B792706dMn0qbFBPv27cMbb7yB/fv3Q6fTRdqcmOY73/mO+/+RI0di1KhRuPnmm1FaWopp06ZxqYNmbgRIT0+HwWBAXV2d1/a6ujpkZmYKymRmZgYt7/orRWd3QA1fE/6o6WfXwKaiogLFxcXddtYGUNfPiYmJuOWWW3DHHXfgvffeg9FoxHvvvce3AVGCGn7+97//jUuXLqF///4wGo0wGo2oqKjAT3/6U+Tm5qrSDq0Trv75pptuQnp6Os6cOaPc6E5ocCOA2WzG+PHjUVJS4t7mcDhQUlKC/Px8QZn8/Hyv8gBQXFzsLj9w4EBkZmZ6lWlubsbu3bsD6uwOqOFrwh+1/Owa2Jw+fRpbtmxBr1691GlAlBDOeHY4HGhvb1dudBSihp8fffRRHD58GAcPHnR/srOz8cwzz+CLL75QrzEaJlzxfOHCBTQ0NCArK4uP4QDdCh6IdevWMYvFwt5//312/Phx9oMf/IClpaWx2tpaxhhjjz76KPv5z3/uLr9jxw5mNBrZK6+8wk6cOMGWLVsmeCt4Wloa+/vf/84OHz7M7rvvProVnKnj64aGBnbgwAG2ceNGBoCtW7eOHThwgNXU1IS9fVqBt587OjrY3LlzWb9+/djBgwe9butsb2+PSBu1AG8/X79+nS1ZsoSVlZWx8+fPs71797KFCxcyi8XCjh49GpE2agE1+g1f6G4p/n6+du0ae/rpp1lZWRk7d+4c27JlCxs3bhy79dZbWVtbGze7aXAThDfffJP179+fmc1mlpeXx3bt2uXeN3nyZLZgwQKv8uvXr2eDBg1iZrOZDR8+nG3cuNFrv8PhYL/61a9YRkYGs1gsbNq0aezkyZPhaIrm4e3rtWvXMgB+n2XLloWhNdqFp59dt9kLfbZu3RqmFmkTnn6+ceMG+9a3vsWys7OZ2WxmWVlZbO7cuWzPnj3hao5m4d1v+EKDGyc8/dza2sqmT5/OevfuzUwmExswYABbtGiRe7DECx1jjPGbB9I+DocD1dXVSE5OpkVjBEEQBBElMMZw7do1ZGdnQ68Pvqqm290tVV1djZycnEibQRAEQRCEDKqqqtCvX7+gZSI6uNm+fTtefvll7Nu3DzU1Nfjss89w//33B5UpLS1FYWEhjh07hpycHPzyl7/EY489JrrO5ORkAE7n8L6rw2q1YvPmzZg+fTpMJhNX3UQX5OfwQH4OD+Tn8EG+Dg9q+bm5uRk5OTnu3/FgRHRw09LSgtGjR+Pxxx/HAw88ELL8uXPnMGfOHDzxxBP46KOPUFJSgu9///vIysrCjBkzRNXpSkWlpKSoMrhJSEhASkoKnTgqQn4OD+Tn8EB+Dh/k6/Cgtp/FLCmJ6OBm1qxZmDVrlujyq1atwsCBA/Hqq68CAIYOHYovv/wSK1euFD24UQurFbh0Cbh61YxLlwCh49m7N+B5TBoaACkPZExNBSyWwPtv3ACuXQu8PyUFiIsTX5/DAdTXd303mwG5T9VnzKmLMX8/SKG93ann6lUzrl0DevaUrqOpyanHl/h4QMQFAa5dc/paDD17Akafs6ylxfmRik4HpKc7/169CnR0SNfhwhVLwWLQag0ez77x1NoKXL8u3gaLxWlHIBgDLl+WLy+E77FPTwdCpO4D0twMtLVJP688cbXx6lUzLl8GsrKknxttbU5bfPGMl2B0dDjjSQyJic6PJ3a7M47k4IrDQG0QS1yc8ziEOreCxbRv/yanXaH6tkB9jwup8ejrt6QkICFBvLwnVivQ2Kisnwec/WNzM3DtWoQHj1yXJysAAPvss8+ClrnrrrvYj3/8Y69ta9asYSkpKQFl2traWFNTk/tTVVXFALD6+nrW0dHB7fPvf1uZs6sK/Jk50+4u//TTtpDlfT/p6Q5WWytc/5EjHSwx0RFUPjXVwc6eFd+mSZPsfjpef90myz8PP9yla+5cuywdFy50sJ49u9poNDrY//2fVZKOd96xMp1O2E9Go4P97W/B9W3YYGVGY3A/e36GDHGw1tYu+R07rCwuTry87+c737GzP/zBFrANYj+9ejnYggX+x1fKxzOedu/uYPHx0mzS6RzsnXcC+3v69OD26XQO9vbb4o//qlX+x/7uu+XF4rp1VmYwOHX16OFglZXy+o1HHvFu43e+I82e8+c7WFpaYL/Pnx9cX2NjB+vbV/xxs1gcbPv2Lp+3t3ew226TH0fp6Q62Z08HS0lRFs96vYMVFtokx6Dv59VXnf1bW1sHGz1auq5ZswL7Wyj+fD+TJok//mfPdrDUVG99CQkOtm+f9Di8erWD9evXpevNN+X180VFVmYyOfUMHtzAWlpaZOkJ9Kmvr2cAWFNTU8gxRVQtKA70zorm5mbcuHED8fHxfjIrVqzA8uXL/bZv3rwZCXKHuAKcPNkDwN1By2zbZkdRUREA4PPP7wQg7YFn9fU6vP9+GYYMafTb9+WX2WhpuT2ofFOTDh988BXGjg1yOezBjh33+W37299qkJu7T5zBHhQX3wvA6e/SUiuKijZJ1nHkSC9cuXKn+7vNpsNHH52Bw3FStI7168eAsQGC+2w2Hf7yl7MwGE4ElP/ooyGw2QaLrq+8XIf167cgLc05zfLPf+airW20aHlftmxpQ01NAxhTtii+oUGHDz5QdrdgU5MO77+/F+PGXUJxcX/cuDFWkjxjOnzyyQX06XNIcP+2bXMQ7DmjjOmwfv1FZGQcFFXf+vVjwVh/r21ffgn3OSmFdeuGwW6/FQDQ2KjD++/vwahR9SGk/CkuLgDQNRVSUtKGoqJi0fIHDvTG1asTA+7fvLkVRUUlAfdXVCTj4sV7RNfX3q7Dn/98HFeunAMAWK167N37TdHyvtTX6/Dyy2fR3Cz+nBLC4dDhD38AOjqUxfTf/laLm2/eixs3jDh0aI5kec8+3heh+PNlxw49ior+Iaquffv6oKnJ+8F4ra06fPjhEUydWiXO4E6qqpJx4UJXHPz1r9XIydkvSQcArF8/CFbrUPf34mLxsSyG1tZW8YXFzKqEAyD0zM2tt97KXnzxRa9troe0tba2CsqEa+amo6ODtbS0sA0bNviNVk+c6GAAY8nJDve2/Hzn1c769eKuPG++2Tka9rxq8vz8z/84Z44mTxYe+Y8Z45T//HPxV7quUfzFix3s1VedM00PPSTvSjcnp+uqID3dIUtHcbGzjUOG2NmsWWcZwNgvfyntCmPhQqfff/1rb7n//E9n+559Nri+JUuc5f7f/wtdr6u9Fy50bXvzTaf8/fdL8+OuXU59OTkO9h//4WzDSy/Ju7q69Vbvq72//lU4JgLFc0dHBxs71qnjH/9wyr79tvPYzJ4trl2//rXTD48/Hrh8QoKzjpMn/fe98IJT/rHHxPtx/nyn337zGxurqHD602CQF4uFhd4zr198IW0G0fUZONDZxkWLDjGAsf79pdmzcaPT76NGectt3+7cfvPNwfXt3+/0Q+/eoet98EGn/zxnb69d64rzy5eltf2mm5xt//nPnb687TZ5fYvrnHTNiH7jG4H1BIrpN95w6vj2t52yDQ1d7WpqCm3D8ePO8ikpgf3oGX+++y5c6KpPbLv/7/+cx3jsWGedM2Y49b/3nvRYPHiwwyue/+M/5B2L555zndcdAfsOJZ+YnbkJ9M6KlJQUwVkbALBYLLAILFQxmUyqLSjz1e36lzGdX50mk1FwPUMgDAbh8gaD869er4fJ5H+168oDB5L3hbGu/81mk1u/TiesX4o+IT+IocuGrqszvd4Ak8kgWodL1Gj0lnPluUPpc5UzGMTXazSa3D7vkpfmR9e6HcZ07vb7tkEsvmsCQsWg0LniG09S2yUmnlwxYzab/OyTE49Cx15uLPr6UOx55YurjS59Uu3pOu+95TzjJZg+VzmdLnS9QueI53otoeMkBr3e0PlXXt/i8gFjus7vofX4xrRvPHmukxPTrmB9vItAfY+nvMs2Mfgee6l9vCe+6wLl9vNdMeL8h/fvrBRdUfVuKXqnEEEQsQkLXSRGYZyazksPoRwtPB83ooOb69evu19QBjhv9T548CAqKysBAEuWLMH8+fPd5Z944gmcPXsWP/vZz1BeXo4//vGPWL9+PX7yk59EwnzRBDvQYoNAaTklwabTaSNYXTjtUdaT+bZHavvElOdx3IOVl3tMlLY9mAzveA5UNpbiGVBuT6TjmUedWoxnsfoiHc9KdcQiER3c7N27F2PHjsXYsc6FiIWFhRg7diyWLl0KAKipqXEPdADnm7U3btyI4uJijB49Gq+++irefffdiN8GLhbv1IxyHWK28y7Hw26ebZeqK1R5pftDySi9unRlxbWCyxbe8SxWp5R6ecRPILlI6Yn2eOalg5eeSMczj3JKj6lcHUrk1CCia26mTJkCFsQb77//vqDMgQMHVLSKIAgivHTnq24tDW4IPmghnqNqzU20QmkpvvCwJdLT+JSWUlZXLMUzEP1pVh51ajGexeqLdDwr1RGL0OAmjFBaip8OubqifRqf0lLSywQrS2kpafX5ylBaSrwNWu6jYzEtRYMbgiAIImJoaXBD8EELs0g0uAkDlJbiCw97Ij2NT2kpZXXFUjwD0R/PPOrUYjyL1RfpeFaqIxahwU0YobQUPx1ydUX7ND6lpaSXkVNWqi5KS8lHSzM3kY5nHuUoLeWEBjcEQRARRumC4mhGS4Mbgg9amEWiwU0Y4JmWCnUCh0oXyLkq4D2Nr7QTctqjzt0lYm2jtJS07XLKuY5FsLbLiSUe8azWD6lcvXKPaTAfh6rDU15Knb7lpdggxq5IpqXEHL9oSEvRzA0hCd7TuYF0q0kkgz4caSk15CktFVo+HPBOtfLQoXY8quHfaO27xKA0nsXoVrscj7RULECDmyiB94JDwpvu5J9oayvvK10tEun2qPHsqHDJ81qYrIRIHz+toQV/0OAmDPBMT8hNS4mVFyqnxbSUUgLp6A5pKR56wpmWUlpGqG6tpaWUpNk85QN9D4SU+kKlpaSitM084XWuUlqKnw1KocFNGKG0FP+6KS0VWSgtpUwHpaViK57F6Fa7nBbSUjRzQ4iG0lLq0p38E21t7Q5pKSCyv/CUllJG7MVj9EODmzBAaSl5NgSChz2UllKmh9JSyuR9obRUZKG0lDfRMBMbChrchBFKS/Gvm9JSkYXSUsp0UFoqtuJZjG61y1FaygkNbqIESkupS3fyT7S1tTukpSLdHkpLKSPSx4/whwY3YUBo+lXug6tCjdbVTkvxuEJVqsNpD5OlK5SfxF4Jy32wl9zj7qlLro5QuuXa4/lXaloqmL95p6W840eejkAyys8LvvEs9nyVk5biNROpxbSU0MwNr7RUsHNETjz66lPiT/7xHHlocEMQBEFEDC39IBJ80MJMFg1uogRKS6lLd/JPtLWV0lLRUT+lpQgtQYObMEBpKf5pKbm6KC0VWLdcezz/UlpKnh655xelpfhAaang3+XqiSQ0uCEIgog4GvpVCDNa+kEk+KCFmSwa3IQBHs9QEDsqD/X8EaUzNzxQ2pnpdIz7FLhU/0Tzc254TOOH8zk3wdouJ5boOTddyJmJFJKXUqdveaUzkWrGs1R5McePnnMTHmhwE0Z4TeeG0q0mkQx6IR1yp/F52iBFhkf9WupAlD4XJJxt4flcEF461I5HNfwbrX2XGJTGsxjdapfjkZaKBWhwEyXQgmJ16U7+iba20oLi6KifFhQTLrTgDxrchAGe6Qm5aSmx8kLltJeW6nrOjRIdQnSHtBQPPeFIS4khdtJS8p5z0yUf/Hsg5CwolisfSJ8WZg2UxrMLSkvxs0EpNLgJI5SW4l83paUiC6WllOmgtFRsxbMY3WqXo7SUExrcRAmUllKX7uSfaGtrd0hLRRpKSymD4tEbLfhD1uDmRz/6EX7/+9/7bf/DH/6A//qv/1JqU8xBaSl5NgRCzY6Y0lLKZHilpXhf5frWrb20lDK9lJZSBqWlvImGmdhQyBrc/O1vf8OkSZP8tk+cOBF//etfFRsVq1Bain/dlJaKLJSWUqaD0lKxFc9idKtdTgtpqaiduWloaEBqaqrf9pSUFNTX1ys2ivCH0lLq0p38E21t7Q5pKaUL5JXXH3kdlJYieCJrcHPLLbdg06ZNftv/+c9/4qabblJsVKxBaSl5NgSChz2UllKmh9JSyuR566W0lDIoLeVNNMzEhsIoR6iwsBBPPfUULl++jHvuuQcAUFJSgldffRWvv/46T/tiCkpL8a+b0lKRhdJSynRQWiq24lmMbrXLUVrKiazBzeOPP4729nb85je/wfPPPw8AyM3NxZ/+9CfMnz+fq4GEE0pLqUt38k+0tbV7pKWiv35KSxFaQtbgBgAWL16MxYsX4/Lly4iPj0dSUhJPu2IKSkvJsyEQlJaSp4OXLcFkKC0lD7pbKrJQWsqbaJiJDYXswY2L3r1787Cj2xGtU7uUllImQ2kpYflwQGkpPkRr3yUGSkvxQQszWZIGN671NaH417/+JcsYIjC8ruzUvCIWi5Y6MxdauopUGy10PKHwnTn0JdLHi3+9TCW9IWrtrE9uTIQ6TuGwgdJS/ImGi5VQSBrclJaWYsCAAZgzZw5MJpNaNsUcPNMTSupSolNLJ6/THmVnUTjWB1Baim+dvNBaPAP841GtfkDL+pTAKy0lty6tpaViAUmDm5deeglr167FJ598gu9+97t4/PHHMWLECLVsi0kYcwah1BGu0jUKvAI/VtNSaqxREJLRQlpKjdy8mnHB68dAy2kpHjMncva7kFK/WmkpLczcyI1nMXV2p7SUFpD0nJtnnnkGx48fx4YNG3Dt2jVMmjQJeXl5WLVqFZqbm9WykfAgXGtGultayoWWbetOaCFOI1FvpNJSkZLnpUNLxEJ7YiEtJeshfvn5+Vi9ejVqamrw5JNPYs2aNcjOzpY9wHnrrbeQm5uLuLg4TJgwAXv27AlY9v3334dOp/P6xMXFyao3XHiO6n2vDHjPqKidltLCzI2QP5XoUEteyGdy6/fUxftYK0lLyY3nSKyZ8bRRSQwF0y1fTp6CQH5Xw7+8dUZ63ZQnSuNZDMF0yolHX31K/KmFY8AbRW8F379/P7Zt24YTJ05gxIgRstbhfPzxxygsLMSyZcuwf/9+jB49GjNmzMClS5cCyqSkpKCmpsb9qaioUNKMqCBSz5DoLnQn/0RbW9Vcb6QVIt0eLfQvWkhLySXSx09raMEfkgc31dXVePHFFzFo0CA8+OCD6NmzJ3bv3o1du3YhPj5esgGvvfYaFi1ahIULF2LYsGFYtWoVEhISsGbNmoAyOp0OmZmZ7k9GRobkeqMVSkupi5Zt605oIU4jUS+lpaKfWGhPLKSlJC0onj17NrZu3Yrp06fj5Zdfxpw5c2A0yn9UTkdHB/bt24clS5a4t+n1ehQUFKCsrCyg3PXr1zFgwAA4HA6MGzcOL774IoYPHy5Ytr29He3t7e7vrtSZ1WqF1WqVbbsQLn2+em02AHDOanV0WGEwAA6HEYAOdrsNVmvoiGDMAEAPm024vM2mB2AAYw5YrXbJ8v5t6bLZZrPCbtcBMMLhENYf2n5nezu/wWq1SdZhtTptAJj7ysBut8NqdYjWYbc7/eBweMvZ7U7/+W73lxdXDgB0OmebOzqscIVEqOMUCFcMMcbgcLDONog7lr64YsFFoBgMFM9OnDqsVqes1HY5HM7ydrtwec/4c56r3vu7joN4P3YdextsNgbPc1JqV+BwePvQ5QepuM6LritdaedG1znh7QfPeAmmz2Zzyocq57TV6XObrSv2u46TnHPa1Qc6AOglnxMuXLHgIlhMBIpp3/6towMATNDpxLXLN171AtMGnvHnGyu+vxFi4tH32Hf18dL6RG9dTuQeC9d5zZgrPtT5jRWDpJHJpk2bkJWVhcrKSixfvhzLly8XLLd//35R+urr62G32/1mXjIyMlBeXi4oM3jwYKxZswajRo1CU1MTXnnlFUycOBHHjh1Dv379/MqvWLFC0M7NmzcjISFBlJ1SKS4u9vre3GwCMBsAUFRUBIMBuH79HgDJ2LVrF1paGkLqbG6+G0APfPXVV2DMP2V39GgugNGoq6tFUdFXfvsbGiYC6I2DBw8iOfliyPquX++y+Z///CcOH+4HYBwuX76MoqJdIeV9sdnmwBVujDEUFRVJ1rF/fxaAPFy9ehWuQ33+/HkUFR0VraO29nYA2Th69CiKis67t585MxjAEFRUVKKo6HBA+YqKkQBuwpkzZ1BUJByjLqzWWQDM2L59O77++joA4OTJWwEMQ1VVFYqKDoq2u6YmAcC9sNnsuHSpHkAmDh8+gqKiStE6XDQ13QWgp/v7rl27cO1a4Bj0jWcAqK/viqeUlIsoL78ZwAhcvHgRRUWhz39XvNbWCsers7Od21n/ZiQmev/AHDs2AMCYgPEuRF1dHoAsHDlyFJs2VQH4JgBnXxAfL+2HuapqDIAB7u/79+9HXFyNJB1AV4y41tzYbDZJ58bBg9kAbkdDQwOKinZ62JcEYBqsViuKiv4ZUP7YsZ4A7kJr63UUFQV/Plll5WgAuTh16hSKik4BABobLQBmQqeD5HO6qWkygDRUV1cD6If6enl9iyv2XFy8eAFFRQeCyvjG9KFD/QCMR319PYqKynD5cjyA6XA4HKLa5dvHCw1uPOOvqMh7KYVnvG/evBlJSaHj8eDBvgBuQ32989jX1IwH0A/Hjx9HUdHZkPKenDjhjAMXly5dQlHRbkk6AODs2eEAbsH58+dx993CfYcSWltbRZeVNLhZunQpdBFOpuXn5yM/P9/9feLEiRg6dCjefvtt93uuPFmyZAkKCwvd35ubm5GTk4Pp06cjJSWFq21WqxXFxcW49957vdYfXbnSVWb27NkwGICkJGNne+7A3XeHvuJ7/nnnlcltt92O2bP9y1+44DybMjMzMXv2bL/9b7zhlB89egxmzx4dsj5vm2fh6lXnce/du7eg/lAYjQaPbzpZOjo6nDb06JEGna4egPOdZrNn9xet4/33nXaMHDkCs2cPc2/ft8/pv/79+2P2bP9BsosvvnCWu/XWWzB79k1B6zKbjWhpAe6++24MHuzcdviwq54czJ6dLdrus519ldFoQJ8+fQAAo0ePxOzZ0h/F8OKLBq/v+fl34M47hWduhOIZAH7/e6eOMWOc8VRe7mxXv359MXt2ZkgbqqqCx6vHZCumT5+O1FTv/RcvOuX79BGWF+K995w2jxo1ArNmdc30Tp8+HcnJolS42bDB24fjxo0TPC9DYTI5+wFXt2owGCWdG9evOwXT03t5ybmuDU0mU1B9yclO+cTEpJD1btzo9PmgQYMwe/YtAIAaj/Gc1HP61792+jAry3keyO1bTp3yHkn069cPs2dnCZYNFNNNTS4/pmP27Nmo7LxmMBj0omxq8Lg2mDXL2cf74hl/s2d7Zxo8JySmT5+OtLSQVbpt7t3beez/8hen/mHDhmH27CGhFXiQlub9u967dx9Zx2LrVuexyM3NBXBcsO9QgpSbliQNbp577jmptgQlPT0dBoMBdXV1Xtvr6uqQmRm6gwScJ+/YsWNx5swZwf0WiwUWi0VQTq0HEfrq9qzGaDTBM5NnNBohxgxX5xeovOtKQa/Xw2Tyv2wIJe+LZxmTydNmYf2h8M7F6mT53tVheA6wdToDTCaBniQAXT8i3nIu3Xp9cH2B5INhNJrc/gx1nALhkmdMB1d6z2AQdyx98b0+CRUTQueK54+xySS9XV3HUri8w2NW3Vm/sLwUP/ra7MLz+IjF98pc7rHwX6Mg7dwI5EfPeAmmz3Ve63Sh6+06xl2x3yUi/ZzuustHL9gGsfgOJMTEhG9M+/ZvXd/Ftcu3vxQa3ASKP1/ExqPvsRc6PmLxtVfusXDZYDA4/+H9OytFlyTrly1bhu3bt6PDmZBUjNlsxvjx41FSUuLe5nA4UFJS4jU7Ewy73Y4jR44gK0t4pB4raOFuhlimO/kn2tpKd0tpv366Wyr8dRLBkTS4+eCDDzBlyhSkpaVh2rRpeOGFF7Bjxw7YbNIXh7ooLCzE6tWr8cEHH+DEiRNYvHgxWlpasHDhQgDA/PnzvRYc//rXv8bmzZtx9uxZ7N+/H4888ggqKirw/e9/X7YNasPzMfxKn0Qs5y4U3o+r18ITdgPp4PlEV3r9gvw61bxbikc883/RIFOkV+4PvJT6hHQq8YMWn3Mjdnsw5PTRWnv9Qre7W+r8+fM4f/48tm7ditLSUrz77rtYunQpEhMTMWnSJEydOhVTp05FXl6eaJ0PPfQQLl++jKVLl6K2thZjxozBpk2b3IuMKysrofeYA25sbMSiRYtQW1uLHj16YPz48di5cyeGDRsWqApNofRx9aH0qo0WHuKnRG8kbn3V2usXeBKO1y/wQsuvX1CrXjX8G619lxjU6p+l6IyF1y9oYSZL8n3cubm5WLhwoXtm5dy5c+7Bzosvvohf/OIXkmdynnrqKTz11FOC+0pLS72+r1y5EitXrpRqdtSj9CpHqnx3e86Nlq4i1UYLHU8ofGcOfYn08Yq159yE44ndaunQWloqFvqQaLhYCYWiJxRXVFRg+/bt2LZtG7Zv3w6r1Yq7776bl20xA8/0hJK6lOjU0g8iD3vCIU9pKb518kJr8Qzwj0e1+gEt61MCz7SUnLq0lpaKBSTN3FRWVqK0tNQ9U1NfX4+JEydi8uTJWLRoEfLy8mA2m9WyNSaQO+2pdI0Cr8CP1bSUGmsUhGS0kJZSIzevZlzw+jHQclpK6cyJ3P0upNQvpDNWZm7U6p+l6KS0FB8kDW5yc3PRv39/LF68GIsXL8b48eNhELrnjVCNWHj9gpbpru3WGlqP01hLS0VKnpcOLREL7el2aal58+ahvb0dL730El544QW8/vrr2L9/P5iWWqRBKC3FF6c9ymKO0lLK9FBaijd845nSUtKgtFTsIWnmZt26dQCA8vJyd2rq5ZdfRltbG+68805MnjwZU6ZMwe23366KsbEApaX41k1pKelQWkq6DXJ1i5WjtBSlpXiVo7SUE1kLiocMGYLFixfj448/Rm1tLXbu3IkxY8bghRdeEP3wPUIesZKW0upkn1bt6m5oJU7DXS+lpaKfWGhPLKSlZL/Su66uDqWlpe4FxqdOnYLFYsFdd90VWribEe1pKTX1ykHNh/jxlKe0FN86eaHFtBTdLRVZKC0Ve0ga3Kxfv949oCkvL4fZbMbtt9+OefPmYerUqZg4caLge5yILigtxbduSktJh9JS0m2Qq1u8nDwFlJaitJRceaUywdDCQEvS4OaRRx7B7bffjgceeABTpkzBpEmTEB8fr5ZthACxlJbSwgngi5amVbszWonTcNdLaanoJxbaEwtpKUlrbhobG/HNb34TW7duxZIlS7B8+XLcuHFDLdtihmhOS2lxypNHWoHSUsr0UFqKL5SWiiyUluKLFmyRNLhZuXIlfvGLXyApKQl9+/bFG2+8gSeffFIt22ISSkvxrZvSUtKhtJR0G+TqFitHd0tRWopXOS2kpbSA5LeCv/XWW/jiiy+wYcMG/OMf/8BHH30Eh8Ohln2ED7GUltIiWrWru6GVOA13vZSWin5ioT3dLi1VWVmJOXPmuL8XFBRAp9Ohurqau2GxhOeo3vfKgPeMitppKS3M3DjTCkyWXl5XylLSUkIzN3LTUp4zN1pIS8mNZ6XxJAfv+PHfzkO3fDllC4oDzV7w9C9vnZGIgUAojWcxiNUpdWDPo4+OxQXFkgY3NpsNcXFxXttMJhOsVitXowh/lHYEUuW728yNljpatdFCxxMKz+MQLC0VKzM3kWpPOAf7aukIx3ojKTbEQh8SCzM3ku6WYozhscce87rdu62tDU888QQSExPd2z799FN+FhIEQcQ40TDgJIhoQtLgZsGCBX7bHnnkEW7GxCo80lJipzJ5r/rXalpKrt5Q0/hy5YXQalqKx5VuONNSvBcUazEtJfddabzSUnLjWYp8KH2xEM/BENNHS7lhgNJSwZE0uFm7dq1adhAioQXF6qJVu7obWonTcNdLC4qjn1hoTyykpWS9W4qQBj3nhi/0nBt5OnjZEkyGnnMTGeg5N8qI9HNulNSlxT5aC9DgJsyo9RyFUProOTfBy9NzbuQhN5595YNBz7mRXy/PtFQwnbGyoFit/lmKTqXlKC3lhAY3UQalpdRFq3Z1N7QSp+Gul9JS0U8stIfSUoQoKC3FF0pLydPBy5ZgMtGSltIavOOR0lLSoLRU7EGDmzBDaSm+dVNaSjqUlpJug1zd4uWU3S0ld78LSkt520JpKWVoYaBFg5sog9JS6qJVu7obWonTcNdLaanoJxbaQ2kpQhSUluKL0xZlZxGlpZTpiYW0lPZimp88paWkQWmp2IMGN2FG6bSn3KlIqQ944j2F7yvHa+qUd1qK1zR/IBlKSwnLB9sebGAnpV41p/F53S3FK56l7pebllKaUuKhQ2tpKaVxpoW0VKTu/uMJDW4IgiCIiKGlVAYRO9DgJgxQWoovdLeUPB28bAkmQ2kpufBNs1JaShqUluKLFmyhwU2YobSUfD2UlqK0lO82Skvx2U9pKW9bKC0lXYcSOTWgwQ1BEESE0cKVbqTQ0g8iETvQ4CYM8EhPKC0Xa1Oekb67JJrTUjyudMOZluKdktNiTEc6LRXueBaS6c7xLFWHkJyW4lkLttDgJsyEYxpfjjzvenjZEUomUtP4cuuMteeCREs886grmEykpvEpnvmiNJ6DyWq5j9ZKPPOEBjcEQRARRgtXupFCSz+IROxAg5swQGkpvjjTUt1rGp/SUvLlA8lqLaZ5yms9noVkunM8S9UhJBdL8cwDGtyEmWiZxldzyjOSemgany/REs886gomw7P9PNrEa38oGYrnwDrEbuddTmvxHClocEMQUYaWOhCCF933oFI8E2pAg5swIPQMBKnPdghVLpQ+XlOevGZc5CDURrkzN3KnsqUcNyGfyX2mh1CbtTCNrzSexRw/XmkpXxuVxHQg3Upt4iUvtW1y41mKfCh9sRDPwRDbR0ududFSH+2C0lKEZNS+u4JXPZHWLxet2uVJNNioFK3EaSTqDWebwtWfqK1DS8RCeygtRRAEQShGC1e6BBFL0OAmDPBMS4VaRBYtU55K9Hg+xI93WkrsAkxKS3nbolY8y5UPplONmOaZllLSJhdaj2chfbEQz56yvkRTHx2pNCtPNDG4eeutt5Cbm4u4uDhMmDABe/bsCVr+k08+wZAhQxAXF4eRI0eiqKgoTJYSROTR0tQvwYvue1Apngk1iPjg5uOPP0ZhYSGWLVuG/fv3Y/To0ZgxYwYuXbokWH7nzp14+OGH8b3vfQ8HDhzA/fffj/vvvx9Hjx4Ns+Xioefc8IWecyNPRyA5LT8XhHc8e8pqLaZ5yms9noVkukM886grkFwsxTMPjJE24LXXXsOiRYuwcOFCAMCqVauwceNGrFmzBj//+c/9yr/xxhuYOXMmnnnmGQDA888/j+LiYvzhD3/AqlWrwmq7HLZtA1JTgfZ2efJHjwIlJf7bz5wRJ19eLizvS3W18ParV8XJe2K3+28rLQUSEqTpOX7cf1t1tTR7rlwJvr+2Nri+mhrxdbn46ivg+nXn/xUV0uV9uXpVuQ5euOLp3Dl58g0Nwv5ubBQnf+WK+OMfSOeXXwJ9+ojT4cL32uv4cennRSBKSgCDQVzZEyeC73c4gtt16JB4u1xUVHTpjLV4bmpytu3sWfk6XH28L2JjescO4OuvQ5crLxfe/vXX0mPx4EHv73L6eSDw70YkiOjgpqOjA/v27cOSJUvc2/R6PQoKClBWViYoU1ZWhsLCQq9tM2bMwIYNGwTLt7e3o91jJNHc3AwAsFqtsFqtClvgjUufr16HA9DpjGBMh29/21vGbrdCjBl6vQGAHr/9LfDb3wYr6YDV6j+a0Omc8r//PfD734eur6teBqvVBsZ0AIwoLwcKCsTLB2LuXCXSDuj1zpmbLVucH8kaHDZYrZ6zP3oABpSWOgdeoWDMDqvVEbSMwWAEoMN//qc8eU+cA0QTgK5Ozb8N4nDFUpdu4RgMFM9AsHgS1y5XPB08GDyeXPEXSP7wYenx6PKb6/j8x39IkxfitdecH7kYDF0+mzFDjgbv897hAFzxIsY/Op1wv+GN8xz529+Av/3NZ0+A4xRUW2ccdv1Ii7HBH1csdBE4BgPFtEvH6dPe/hLbrmB9vH9Z4fPWFY+PPBKyOl+NsFrt0Omcx+fPfwb+/GepOrw5flxZP8+Y8ziq9RsrhogOburr62G325GRkeG1PSMjA+UBhqW1tbWC5WtrawXLr1ixAsuXL/fbvnnzZiRInToQSXFxsd+2b397KPbsyfTalpNzDefP70VVVWidY8dm4vTpwbDZAmcSLRY7brnlKIqK/Kcnhg/vjQMHhsFqlZaJvOuuCygqOo3WViPGjbsN9fXxkuQ9GTGiHmazHfv3Z4QuHACj0YGxY8vRr9817N6dhWvXzJJ19OjRBrt9H4qKOtzb4uLiMWLEWDQ3W0LKJyd3IDHxAIqKWoOWu+eeXFituZ0dZxfx8Tb07XsYRUVNkuyePXskjh5NBwD06nUDbW17UVQk7QcFAMaMyUR5uTOWBgxoxtmz+4JegQvFs1A8xcfbkJNzBEVFV0PaYLebMWbMeFy5Ehe03IQJNSgq8u8LrFYTxoy5LaS8L7163YDVug9FRVbcd98g7NjRV5K8J6mp7bjzzov44ovcoOdlKIYNa0BWVitmzz7rPr5SMJkcGDnyBIqKvKeTZswYhRMneoWU1+sZ8vNPo6joYtBymZkpGDJkFFpbTX77pk6tQlGRyOnjTsaPz8LXXw+CzaaH2WzH0KHHUVRUL0kHAOj1FowaNR5Xr1pEn1u+MX3jhgHjx9+Gy5e7fhN0OoZp0ypRVCRuGueBB4biq68yg5bxjD9f5s4dhH//W1o8mkwODB9+HEVFlzFgQA8MGjQCbW3yftb1eobp089j795MRf18UlIHevY8CEC471BCa2vwPtcTHWORW85VXV2Nvn37YufOncjPz3dv/9nPfoZt27Zh9+7dfjJmsxkffPABHn74Yfe2P/7xj1i+fDnq6ur8ygvN3OTk5KC+vh4pKSlc22O1WlFcXIx7770XJpN/B0DwgfwcHsjP4YH8HD7I1+FBLT83NzcjPT0dTU1NIX+/Izpzk56eDoPB4DcoqaurQ2am8Ag4MzNTUnmLxQKLxf9q3GQyqRbcauomuiA/hwfyc3ggP4cP8nV44O1nKboiereU2WzG+PHjUeKxcsnhcKCkpMRrJseT/Px8r/KAc+orUHmCIAiCILoXEb9bqrCwEAsWLMBtt92GvLw8vP7662hpaXHfPTV//nz07dsXK1asAAD8+Mc/xuTJk/Hqq69izpw5WLduHfbu3Yt33nlHVH2uLJxrYTFPrFYrWltb0dzcTFcFKkJ+Dg/k5/BAfg4f5OvwoJafXb/bolbTMA3w5ptvsv79+zOz2czy8vLYrl273PsmT57MFixY4FV+/fr1bNCgQcxsNrPhw4ezjRs3iq6rqqqKwfnELPrQhz70oQ996BNln6qqqpC/9RFdUBwJHA4HqqurkZycDB3nJw25FitXVVVxX6xMdEF+Dg/k5/BAfg4f5OvwoJafGWO4du0asrOzodcHX1UT8bRUuNHr9ejXr5+qdaSkpNCJEwbIz+GB/BweyM/hg3wdHtTwc6rQExIFiPjrFwiCIAiCIHhCgxuCIAiCIGIKGtxwxGKxYNmyZYLP1SH4QX4OD+Tn8EB+Dh/k6/CgBT93uwXFBEEQBEHENjRzQxAEQRBETEGDG4IgCIIgYgoa3BAEQRAEEVPQ4IYgCIIgiJiCBjdBeOutt5Cbm4u4uDhMmDABe/bsCVr+k08+wZAhQxAXF4eRI0eiqKjIaz9jDEuXLkVWVhbi4+NRUFCA06dPq9mEqIG3rz/99FNMnz4dvXr1gk6nw8GDB1W0Pnrg6Wer1Ypnn30WI0eORGJiIrKzszF//nxUV1er3QzNwzuen3vuOQwZMgSJiYno0aMHCgoKsHv3bjWbEBXw9rMnTzzxBHQ6HV5//XXOVkcfvP382GOPQafTeX1mzpzJ12jRL2XqZqxbt46ZzWa2Zs0aduzYMbZo0SKWlpbG6urqBMvv2LGDGQwG9rvf/Y4dP36c/fKXv2Qmk4kdOXLEXea3v/0tS01NZRs2bGCHDh1ic+fOZQMHDmQ3btwIV7M0iRq+/vDDD9ny5cvZ6tWrGQB24MCBMLVGu/D289WrV1lBQQH7+OOPWXl5OSsrK2N5eXls/Pjx4WyW5lAjnj/66CNWXFzMvv76a3b06FH2ve99j6WkpLBLly6Fq1maQw0/u/j000/Z6NGjWXZ2Nlu5cqXKLdE2avh5wYIFbObMmaympsb9uXLlCle7aXATgLy8PPbkk0+6v9vtdpadnc1WrFghWH7evHlszpw5XtsmTJjAfvjDHzLGGHM4HCwzM5O9/PLL7v1Xr15lFouF/eUvf1GhBdEDb197cu7cORrcdKKmn13s2bOHAWAVFRV8jI5CwuHnpqYmBoBt2bKFj9FRiFp+vnDhAuvbty87evQoGzBgQLcf3Kjh5wULFrD77rtPFXtdUFpKgI6ODuzbtw8FBQXubXq9HgUFBSgrKxOUKSsr8yoPADNmzHCXP3fuHGpra73KpKamYsKECQF1dgfU8DXhT7j83NTUBJ1Oh7S0NC52Rxvh8HNHRwfeeecdpKamYvTo0fyMjyLU8rPD4cCjjz6KZ555BsOHD1fH+ChCzXguLS1Fnz59MHjwYCxevBgNDQ1cbafBjQD19fWw2+3IyMjw2p6RkYHa2lpBmdra2qDlXX+l6OwOqOFrwp9w+LmtrQ3PPvssHn744W77UkI1/fz5558jKSkJcXFxWLlyJYqLi5Gens63AVGCWn5+6aWXYDQa8aMf/Yi/0VGIWn6eOXMmPvzwQ5SUlOCll17Ctm3bMGvWLNjtdm62d7u3ghMEwR+r1Yp58+aBMYY//elPkTYnJpk6dSoOHjyI+vp6rF69GvPmzcPu3bvRp0+fSJsWE+zbtw9vvPEG9u/fD51OF2lzYprvfOc77v9HjhyJUaNG4eabb0ZpaSmmTZvGpQ6auREgPT0dBoMBdXV1Xtvr6uqQmZkpKJOZmRm0vOuvFJ3dATV8Tfijpp9dA5uKigoUFxd321kbQF0/JyYm4pZbbsEdd9yB9957D0ajEe+99x7fBkQJavj53//+Ny5duoT+/fvDaDTCaDSioqICP/3pT5Gbm6tKO7ROuPrnm266Cenp6Thz5oxyozuhwY0AZrMZ48ePR0lJiXubw+FASUkJ8vPzBWXy8/O9ygNAcXGxu/zAgQORmZnpVaa5uRm7d+8OqLM7oIavCX/U8rNrYHP69Gls2bIFvXr1UqcBUUI449nhcKC9vV250VGIGn5+9NFHcfjwYRw8eND9yc7OxjPPPIMvvvhCvcZomHDF84ULF9DQ0ICsrCw+hgN0K3gg1q1bxywWC3v//ffZ8ePH2Q9+8AOWlpbGamtrGWOMPfroo+znP/+5u/yOHTuY0Whkr7zyCjtx4gRbtmyZ4K3gaWlp7O9//zs7fPgwu+++++hWcKaOrxsaGtiBAwfYxo0bGQC2bt06duDAAVZTUxP29mkF3n7u6Ohgc+fOZf369WMHDx70uq2zvb09Im3UArz9fP36dbZkyRJWVlbGzp8/z/bu3csWLlzILBYLO3r0aETaqAXU6Dd8obul+Pv52rVr7Omnn2ZlZWXs3LlzbMuWLWzcuHHs1ltvZW1tbdzspsFNEN58803Wv39/ZjabWV5eHtu1a5d73+TJk9mCBQu8yq9fv54NGjSImc1mNnz4cLZx40av/Q6Hg/3qV79iGRkZzGKxsGnTprGTJ0+Goymah7ev165dywD4fZYtWxaG1mgXnn523WYv9Nm6dWuYWqRNePr5xo0b7Fvf+hbLzs5mZrOZZWVlsblz57I9e/aEqzmahXe/4QsNbpzw9HNrayubPn066927NzOZTGzAgAFs0aJF7sESL3SMMcZvHoggCIIgCCKy0JobgiAIgiBiChrcEARBEAQRU9DghiAIgiCImIIGNwRBEARBxBQ0uCEIgiAIIqagwQ1BEARBEDEFDW4IgiAIgogpaHBDEERUUFpaCp1Oh6tXr0baFIIgNA49xI8gCE0yZcoUjBkzBq+//joAoKOjA1euXEFGRga9tZkgiKAYI20AQRCEGMxmM735nSAIUVBaiiAIzfHYY49h27ZteOONN6DT6aDT6fD+++97paXef/99pKWl4fPPP8fgwYORkJCABx98EK2trfjggw+Qm5uLHj164Ec/+hHsdrtbd3t7O55++mn07dsXiYmJmDBhAkpLSyPTUIIgVIFmbgiC0BxvvPEGTp06hREjRuDXv/41AODYsWN+5VpbW/H73/8e69atw7Vr1/DAAw/gW9/6FtLS0lBUVISzZ8/i29/+NiZNmoSHHnoIAPDUU0/h+PHjWLduHbKzs/HZZ59h5syZOHLkCG699dawtpMgCHWgwQ1BEJojNTUVZrMZCQkJ7lRUeXm5Xzmr1Yo//elPuPnmmwEADz74IP785z+jrq4OSUlJGDZsGKZOnYqtW7fioYceQmVlJdauXYvKykpkZ2cDAJ5++mls2rQJa9euxYsvvhi+RhIEoRo0uCEIImpJSEhwD2wAICMjA7m5uUhKSvLadunSJQDAkSNHYLfbMWjQIC897e3t6NWrV3iMJghCdWhwQxBE1GIymby+63Q6wW0OhwMAcP36dRgMBuzbtw8Gg8GrnOeAiCCI6IYGNwRBaBKz2ey1EJgHY8eOhd1ux6VLl3DXXXdx1U0QhHagu6UIgtAkubm52L17N86fP4/6+nr37IsSBg0ahO9+97uYP38+Pv30U5w7dw579uzBihUrsHHjRg5WEwShBWhwQxCEJnn66adhMBgwbNgw9O7dG5WVlVz0rl27FvPnz8dPf/pTDB48GPfffz+++uor9O/fn4t+giAiDz2hmCAIgiCImIJmbgiCIAiCiClocEMQBEEQRExBgxuCIAiCIGIKGtwQBEEQBBFT0OCGIAiCIIiYggY3BEEQBEHEFDS4IQiCIAgipqDBDUEQBEEQMQUNbgiCIAiCiClocEMQBEEQRExBgxuCIAiCIGIKGtwQBEEQBBFT/P9I6yefv5kF3QAAAABJRU5ErkJggg==\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Plotting PWM Line Signals\n",
        "plt.subplot(3,1,1)\n",
        "plt.plot(t, x_pwmab, 'r')\n",
        "plt.plot(t, xa - xb, 'g')\n",
        "plt.xlabel('time')\n",
        "plt.ylabel('PWM_ab')\n",
        "plt.grid()\n",
        "plt.subplot(3,1,2)\n",
        "plt.plot(t, x_pwmbc, 'y')\n",
        "plt.plot(t, xb - xc, 'g')\n",
        "plt.xlabel('time')\n",
        "plt.ylabel('PWM_bc')\n",
        "plt.grid()\n",
        "plt.subplot(3,1,3)\n",
        "plt.plot(t, x_pwmca, 'b')\n",
        "plt.plot(t, xc - xa, 'g')\n",
        "plt.xlabel('time')\n",
        "plt.ylabel('PWM_ca')\n",
        "plt.grid()\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 449
        },
        "id": "sMAqMOktc813",
        "outputId": "3f1325bb-c262-45f4-b501-76e2623a8f82"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 3 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "s8pQkDq44BFA"
      },
      "source": [
        "# Space Vector PWM for 3Phase Inveter"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "HF1cE7rg2pCL",
        "outputId": "a05c8884-6b65-4e0b-b1f7-c92d33eb67ff"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Hello 3phase Inverter\n"
          ]
        }
      ],
      "source": [
        "print('Hello 3phase Inverter')"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "cXq0pSfW4Vi5"
      },
      "source": [
        "## Modulating Signal"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 881
        },
        "id": "U9eRBgyV4YOc",
        "outputId": "a7bd7334-76da-445f-d9ba-110b4ddb5417"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "# Constants\n",
        "fs = 50\n",
        "\n",
        "tran = 50e-3\n",
        "\n",
        "\n",
        "# Transient time\n",
        "t = np.linspace(0, tran, num=10000)\n",
        "theta = 360*fs*t\n",
        "\n",
        "\n",
        "# Functions\n",
        "xa = np.sin(2*math.pi*fs*t)\n",
        "xb = np.sin(2*math.pi*fs*t - (2*math.pi/3))\n",
        "xc = np.sin(2*math.pi*fs*t - (4*math.pi/3))\n",
        "\n",
        "x_3 = 0.2 * np.sin(2*math.pi*3*fs*t)\n",
        "\n",
        "\n",
        "# Plotting\n",
        "plt.plot(t, xa, 'r')\n",
        "plt.plot(t, xb, 'y')\n",
        "plt.plot(t, xc, 'b')\n",
        "plt.xlabel('time')\n",
        "plt.ylabel('voltage')\n",
        "plt.grid()\n",
        "plt.show()\n",
        "\n",
        "plt.plot(theta, xa, 'r')\n",
        "plt.plot(theta, xb, 'y')\n",
        "plt.plot(theta, xc, 'b')\n",
        "plt.xlim(0, 360)\n",
        "plt.xlabel('wt')\n",
        "plt.ylabel('voltage')\n",
        "plt.grid()\n",
        "plt.show()\n",
        "\n",
        "# plt.plot(t, x_3, 'r')\n",
        "# plt.plot(t, xa+x_3, 'b')\n",
        "# plt.xlabel('time')\n",
        "# plt.ylabel('voltage')\n",
        "# plt.grid()\n",
        "# plt.show()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "GTHWeEssl7XC"
      },
      "source": [
        "## SVPWM Switching Duration"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 450
        },
        "id": "7WTFJJmtmAMY",
        "outputId": "41ecaad1-99f2-47b3-8117-64272f3d44ee"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 3 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "def digital_sig(arry, no_rep):\n",
        "    sig = np.tile(arry, no_rep)\n",
        "    \n",
        "    #Signal for Python Plotting\n",
        "    sig_py = np.append([0], sig)\n",
        "\n",
        "    return(sig_py)\n",
        "\n",
        "\n",
        "# Signals\n",
        "rep = 2\n",
        "period = 1\n",
        "\n",
        "A = digital_sig([0, 1, 1, 1, 1, 1, 1, 0], rep)\n",
        "B = digital_sig([0, 0, 1, 1, 1, 1, 0, 0], rep)\n",
        "C = digital_sig([0, 0, 0, 1, 1, 0, 0, 0], rep)\n",
        "\n",
        "t = np.linspace(0, rep*period, num=len(A))\n",
        "\n",
        "# Plotting\n",
        "plt.subplot(3,1,1)\n",
        "plt.step(t, A, 'r')\n",
        "plt.xlabel('time (ms)')\n",
        "plt.ylabel('A')\n",
        "plt.grid()\n",
        "\n",
        "plt.subplot(3,1,2)\n",
        "plt.step(t, B, 'y')\n",
        "plt.xlabel('time (ms)')\n",
        "plt.ylabel('B')\n",
        "plt.grid()\n",
        "\n",
        "plt.subplot(3,1,3)\n",
        "plt.step(t, C, 'b')\n",
        "plt.xlabel('time (ms)')\n",
        "plt.ylabel('C')\n",
        "plt.grid()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "2IVzj82J1jOj"
      },
      "source": [
        "# SVPWM Gate Switching"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 881
        },
        "id": "MFmT5k3z1i08",
        "outputId": "118427f4-f5ad-4f41-e7e2-5966b5671ab1"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 2 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "# Constants\n",
        "fm = 50\n",
        "fc = 500\n",
        "m = 0.8\n",
        "\n",
        "tran = 50e-3\n",
        "\n",
        "# Transient time\n",
        "t = np.linspace(0, tran, num=10000)\n",
        "\n",
        "# Modulating Signal\n",
        "xalpha = m * np.sin(2*math.pi*fm*t)\n",
        "xbeta = m * np.sin(2*math.pi*fm*t + math.pi/2)\n",
        "\n",
        "# Carrier Signal\n",
        "xc = sig.sawtooth(2*math.pi*fc*t, width=0.5)\n",
        "\n",
        "# PWM signal\n",
        "x_pwma = xalpha < xc\n",
        "x_pwmb = xbeta < xc\n",
        "\n",
        "# Plotting\n",
        "plt.plot(t, xc, 'g')\n",
        "plt.plot(t, xalpha, 'r')\n",
        "plt.plot(t, xbeta, 'b')\n",
        "plt.xlabel('time')\n",
        "plt.ylabel('voltage')\n",
        "plt.xlim(0, 30e-3)\n",
        "plt.grid()\n",
        "plt.show()\n",
        "\n",
        "\n",
        "plt.subplot(2,1,1)\n",
        "plt.plot(t, x_pwma, 'r')\n",
        "plt.xlabel('time')\n",
        "plt.ylabel('PWM_Aplha')\n",
        "plt.grid()\n",
        "\n",
        "plt.subplot(2,1,2)\n",
        "plt.plot(t, x_pwmb, 'b')\n",
        "plt.xlabel('time')\n",
        "plt.ylabel('PWM_Beta')\n",
        "plt.grid()\n",
        "plt.show()"
      ]
    }
  ],
  "metadata": {
    "colab": {
      "provenance": [],
      "include_colab_link": true
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}